This category includes all aspects of animals and animal life, animal life cycles, and animal interactions with one another or with their environment. Examples of investigations included in this category would involve the study of the structure, physiology, development, and classification of animals, animal ecology, animal husbandry, entomology, ichthyology, ornithology, and herpetology, as well as the study of animals at the cellular and molecular level which would include cytology, histology, and cellular physiology.

Subcategories:

• Animal Behavior
• Cellular Studies
• Development
• Ecology
• Genetics
• Nutrition and Growth
• Physiology
• Systematics and Evolution
• Other

Animal Behavior (BEH): The study of animal activities which includes investigating animal interactions within and between species or an animal’s response to environmental factors. Examples are animal communication, learning, and intelligence, rhythmic functions, sensory preferences, pheromones, and environmental effects on behaviors, both naturally and experimentally induced.

Cellular Studies (CEL): The study of animal cells involving the use of microscopy to study cell structure and studies investigating activity within cells such as enzyme pathways, cellular biochemistry, and synthesis pathways for DNA, RNA, and protein.

Development (DEV): The study of an organism from the time of fertilization through birth or hatching and into later life. This includes cellular and molecular aspects of fertilization, development, regeneration, and environmental effects on development.

Ecology (ECO): The study of interactions and behavioral relationships among animals, and animals and plants, with their environment and with one another.

Genetics (GEN): The study of genes, genetic variation, and heredity in living organisms. These projects include studies of heredity, dealing with resemblances and differences of related organisms resulting from the interaction of their genes and the environment. Studies may include projects relating to gene expression, gene regulation, genomics, and model organisms.

Nutrition and Growth (NTR): The study of natural, artificial, or maternal nutrients on animal growth, development, and reproduction including the use and effects of biological and chemical control agents to control reproduction and population numbers.

Physiology (PHY): The study of one of the 11 animal systems. This includes structural and functional studies, system mechanics, and the effect of environmental factors or natural variations on the structure or function of a system. Similar studies conducted specifically at the cellular level should select the cellular studies subcategory.

Systematics and Evolution (SYS): The study of animal classification and phylogenetic methods including the evolutionary relationships between species and populations. This includes morphological, biochemical, genetic, and modeled systems to describe the relationship of animals to one another.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

The science or study of the thought processes and behavior of humans and other animals in their interactions with the environment studied through observational and experimental methods.

Subcategories:

• Clinical & Developmental Psychology
• Cognitive Psychology
• Neuroscience
• Physiological Psychology
• Sociology and Social Psychology
• Other

Clinical and Developmental Psychology (CLN): The study and treatment of emotional or behavioral disorders. Developmental psychology is concerned with the study of progressive behavioral changes in an individual from birth until death.

Cognitive Psychology (COG): The study of cognition, the mental processes that underlie behavior, including thinking, deciding, reasoning, and to some extent motivation and emotion.

Neuroscience (NEU): Studies of the neural basis of cognitive processes, including learning and memory, language and thought, perception, attention, and affect. It investigates the human brain, from the functional organization of large-scale cerebral systems to microscopic neurochemical processes.

Physiological Psychology (PHY): The study of the biological and physiological basis of behavior. This field studies the neural mechanisms of perception and behavior through direct manipulation of the brain in controlled experiments.

Sociology and Social Psychology (SOC): The study of human social behavior, especially the study of the origins, organization, institutions, and development of human society. Sociology is concerned with all group activities-economic, social, political, and religious.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

The study of the chemical basis of processes occurring in living organisms, including the processes by which these substances enter into, or are formed in, the organisms and react with each other and the environment.

Subcategories:

• Analytical
• Biochemistry
• General
• Biochemistry
• Medicinal
• Biochemistry
• Structural
• Biochemistry Other

Analytical Biochemistry (ANB): The study of biochemical components found in a cell or other biological sample. The study of the separation, identification, and quantification of chemical components relevant to living organisms.

General Biochemistry (GNR): The study of chemical and physiochemical processes, including interactions and reactions, relevant to living organisms.

Medicinal Biochemistry (MED) : The study of biochemical processes within the human body, with special reference to health and disease.

Structural Biochemistry (STR): The study of components, functions, and structures of molecules of cells within living organisms. Projects in this subcategory can address various variables of cells through the theories of Chemistry and the laws of Physics.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

This category focuses on studies specifically designed to address issues of human health and disease. It includes studies on the diagnosis, treatment, prevention or epidemiology of disease and other damage to the human body or mental systems. Includes studies of normal functioning and may investigate internal as well as external factors such as feedback mechanisms, stress or environmental impact on human health and disease.

Subcategories:

• Cell, Organ, and Systems Physiology
• Genetics and Molecular Biology of
• Disease Immunology
• Nutrition and Natural
• Products
• Pathophysiology Other

Cell, Organ, and Systems Physiology (PHY): These studies investigate mechanisms that are involved in maintaining health or when disrupted, cause disease. They could involve investigating such things as the role of cell signaling pathways both within the cell (intracellular) and/or between cells (extracellular). Alternatively, studies in this subcategory could investigate the maintenance of homeostasis at the organ or whole body level (e.g., hormonal control and regulation). These studies may also be in areas such as disease-related, stress-related, biochemical, mechanical, or physical changes at the tissue, organ, and /or cellular level.

Genetics and Molecular Biology of Disease (GEN): These studies investigate the genetic and molecular mechanisms involved in the regulatory pathways that maintain normal body and cellular function or if disturbed can lead to disease. Studies could include examining the activation and deactivation of genes (e.g., transcription factors or epigenetic regulation) or involve more classical genetic identification studies.

Immunology (IMM): These studies will investigate any aspects of the immune system that are involved in maintaining health or when altered lead to pathology. These studies can include new investigations of normal immune function (e.g., immune cell interactions and signaling), or they may study diseases caused by disorders in regulation of the immune system (e.g., immunodeficiency or autoimmunity). Alternatively the studies could investigate problems such as graft vs host or host versus graft disease that arise during the treatment of other diseases or conditions.

Nutrition and Natural Products (NTR): The study of food, nutrients and dietary need in humans, and the effects of food and nourishment on the body. These studies may include the effects of natural or supplemental nutrients and nutrition.

Pathophysiology (PAT): These studies will be focused on determining specific causes of disease and on physiological mechanisms responsible for disease development.
Investigations in this category will examine changes in the normal physiological balance, or homeostasis that cause a reaction(s) within the body leading to disease.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Projects that involve the application of engineering principles and design concepts to medicine and biology for healthcare purposes including diagnosis, monitoring and therapy. Prominent biomedical engineering applications include the development of

biocompatible prostheses, various diagnostic and therapeutic medical devices ranging from clinical equipment to micro-implants, common imaging equipment such as MRIs and EEGs, regenerative tissue growth, pharmaceutical drugs and therapeutic biologicals.

Subcategories:

• Biomaterials and Regenerative Medicine Biomechanics
• Biomedical Devices
• Biomedical Sensors and Imaging
• Cell and Tissue Engineering
• Synthetic Biology
• Other

Biomaterials and Regenerative Medicine (BMR): These studies involve the creation or use of biomaterials or biocompatible materials to construct a whole or a part of a living structure. These studies can include scaffolds for recruiting or supporting regenerative cells or tissues or the engineering designs for creating the correct environment for regenerative growth.

Biomechanics (BIE): Studies that apply classical mechanics (statics, dynamics, fluids, solids, thermodynamics, and continuum mechanics) to understand the function of biological tissues, organs, and systems and solve biological or medical problems. It includes the study of motion, material deformation, flow within the body and in devices, and transport of chemical constituents across biological and synthetic media and membranes.

Biomedical Devices (BDV): The study and/or construction of an apparatus that use electronics and other measurement techniques to prevent and/or treat diseases or other conditions within or on the body.

Biomedical Sensors and Imaging (IMG): The study and/or construction of an apparatus or technique that obtains data to measure a condition of the body using physical phenomenon (sound, radiation, magnetism, etc) with high speed electronic data processing, analysis and display to support biomedical advances and procedures.

Cell and Tissue Engineering (CTE): Studies that utilize the anatomy, biochemistry and mechanics of cellular and sub-cellular structures in order to understand disease processes and to be able to intervene at very specific sites.

Synthetic Biology (SYN): Studies that involve the design and construction of new biological parts, devices and systems. Such studies include biological circuit design, genetic circuits, protein engineering, nucleic acid engineering, rational design, directed evolution and metabolic engineering.

OTH Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

This is an interdisciplinary field that studies the structure, function, intracellular pathways, and formation of cells. Studies involve understanding life and cellular processes specifically at the molecular level.

Subcategories:

• Cell Physiology
• Cellular Immunology
• Genetics
• Molecular Biology
• Neurobiology
• Other

Cell Physiology (PHY): The study of the cell cycle, cell function, and interactions between cells or between cells and their environment. In general, projects could address physiology of membrane transport, neuron transmission, muscle contraction, the digestion of food, circulation of blood, contraction of muscles, or movement and production of nutrients in plant cells.In general, projects could address physiology of membrane transport, neuron transmission, muscle contraction, the digestion of food, circulation of blood, contraction of muscles, or movement and production of nutrients in plant cells.

Cellular Immunology (IMM): The study of the structure and function of the immune system at the cellular level. This includes investigations of innate and acquired (adaptive) immunity, the cellular communication pathways involved in immunity, cellular recognition and interactions between antigens and antibodies.

Genetics (GEN): The study of molecular genetics focusing on the structure and function of genes at a molecular level.genes, genetic variation, and heredity in living cells. These projects explore the consequences of genome variation on human cell biology, and thus gene function in health and disease. Furthermore, projects may study the impact of naturally-occurring and engineered genome mutations in human iPS cells, their differentiated derivatives, and other cell types.

Molecular Biology (MOL): The study of biology at the molecular level. Chiefly concerns itself with understanding the interactions between the various systems of a cell, including the interrelationships of DNA, RNA and protein synthesis and learning how these interactions are regulated, such as during transcription and translation, the significance of introns and exons or coding issues.

Neurobiology (NEU) : The study of the structure and function of the nervous system at the cellular or molecular level. This area focuses on the study of cells of the nervous system and the organization of these cells into functional circuits that process information and mediate behavior. Some neurobiology focuses on the molecular structures of the brain and nervous system. Larger complete systems, like the function and structure of the cerebral cortex, may be studied. Projects can look at biological factors that impact learning or mood, or how early genetic material develops into various areas of the brain.

OTH Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Studies exploring the science of the composition, structure, properties, and reactions of matter not involving biochemical systems.

Subcategories:

• Analytical Chemistry
• Computational Chemistry
• Environmental Chemistry
• Inorganic Chemistry
• Materials Chemistry
• Organic Chemistry
• Physical Chemistry
• Other

Analytical Chemistry (ANC): The study of the separation, identification, and quantification of the chemical components of materials.

Computational Chemistry (COM): A study that applies the discipline and techniques of computer science and mathematics to solve large and complex problems in Chemistry.

Environmental Chemistry (ENV): The study of chemical species in the natural environment, including the effects of human activities, such as the design of products and processes that reduce or eliminate the use or generation of hazardous substances.

Inorganic Chemistry (INO): The study of the properties and reactions of inorganic and organometallic compounds.

Materials Chemistry (MAT): The chemical study of the design, synthesis and properties of substances, including condensed phases (solids, liquids, polymers) and interfaces, with a useful or potentially useful function, such as catalysis or solar energy.

Organic Chemistry (ORG): The study of carbon-containing compounds, including hydrocarbons and their derivatives.

Physical Chemistry (PHC): The study of the fundamental physical basis of chemical systems and processes, including chemical kinetics, chemical thermodynamics, electrochemistry, photochemistry, spectroscopy, statistical mechanics and astro- chemistry.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Signal Processing (SIG): The extraction of signals from noise and their conversion into a representation for modeling and analysis.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Triboelectricity and Electrolysis (ELC): Studies involving the generation of electricity from a static charge, electrolysis reaction and charged particles.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Studies that focus on the science and engineering that involve movement or structure. The movement can be by the apparatus or the movement can affect the apparatus.

Subcategories:

• Aerospace and Aeronautical Engineering
•  Civil Engineering
• Computational Mechanics
•  Control Theory
• Ground Vehicle Systems Industrial 
• Engineering-Processing Mechanical 
• Engineering
• Naval Systems
•  Other

Aerospace and Aeronautical Engineering (AER): Studies involving the design of aircraft and space vehicles and the direction of the technical phases of their manufacture and operation.

Civil Engineering (CIV): Studies that involve the planning, designing, construction, and maintenance of structures and public works, such as bridges or dams, roads, water supply, sewer, flood control and, traffic.

Computational Mechanics (COM): A study that applies the discipline and techniques of computer science and mathematics to solve large and complex problems in Engineering Mechanics.

Control Theory (CON): The study of dynamical systems, including controllers, systems, and sensors that are influenced by inputs.

Ground Vehicle Systems (VEH): The design of ground vehicles and the direction of the technical phases of their manufacture and operation.

Industrial Engineering-Processing (IND): Studies of efficient production of industrial goods as affected by elements such as plant and procedural design, the management of materials and energy, and the integration of workers within the overall system. The industrial engineer designs methods, not machinery.

Mechanical Engineering (MEC): Studies that involve the generation and application of heat and mechanical power and the design, production, and use of machines and tools.

Naval Systems (NAV): Studies of the design of ships and the direction of the technical phases of their manufacture and operation.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Studies that engineer or develop processes and infrastructure to solve environmental problems in the supply of water, the disposal of waste, or the control of pollution.

Subcategories:

• Bioremediation
•  Land Reclamation 
• Pollution Control
• Recycling and Waste Management 
• Water Resources Management 
• Other

Bioremediation (BIR): The use of biological agents, such as bacteria or plants, to remove or neutralize contaminants. This includes phytoremediation, constructed wetlands for wastewater treatment, biodegradation, etc.

Land Reclamation (ENG): Studies that apply engineering principles and design techniques to restore land from wetlands, seas, lakes, deserts or mines, through drainage or irrigation to a more productive use or its previous undisturbed state. This subcategory also includes studies involving the restoration of land that is damaged by natural phenomena, such as erosion, or impaired by industrial and urban processes.

Pollution Control (PLL): Studies that use engineering principles and design to prevent or control air, water and solid waste pollution.

Recycling and Waste Management (REC): Studies involving the extraction and reuse of useful substances from discarded items, garbage, or waste. The process of managing, and disposing of, wastes and hazardous substances through methodologies such as landfills, sewage treatment, composting, waste reduction, etc.

Water Resources Management (WAT): Studies that apply engineering principles and design to the planning, developing, distributing and managing the optimum use of water resources. Studies in this subcategory might include applied surface and groundwater hydrology, forecasting and control of quantity and quality of water or simulation and modeling of water resource systems.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

The study of the integration of various materials forms in systems, devices, and components that rely on their unique and specific properties. It involves their synthesis and processing in the form of nanoparticles, nanofibers, and nanolayered structures, to coatings and laminates, to bulk monolithic, single-/poly-crystalline, glassy, soft/hard solid, composite, and cellular structures. It also involves measurements of various properties and characterization of the structure across length scales, in addition to multi-scale modeling and computations for process-structure and structure-property correlations.

Subcategories:

• Biomaterials 
• Ceramic and Glasses 
• Composite Materials
• Computation and Theory
• Electronic, Optical, and Magnetic Materials 
• Nanomaterials
• Polymers
• Other

Biomaterials (BIM): Studies involving any matter, surface, or construct that interacts with biological systems. Such materials are often used and/or adapted for a medical application, and thus comprise whole or part of a living structure or biomedical device which performs, augments, or replaces a natural function.

Ceramic and Glasses (CER): Studies involving materials composed of ceramic and glass – often defined as all solid materials except metals and their alloys that are made by the high- temperature processing of inorganic raw materials.

Composite Materials (CMP): Studies that integrate multiple materials such as ceramics, fiber, metals or polymers to create a superior and unique material.

Computation and Theory (COM): Studies that develop and apply theoretical methods and/or use computer modeling to design new materials, predict material behavior under differing environmental conditions, understand energy transfer, etc.

Electronic, Optical and Magnetic Materials (ELE): The study and development of materials used to form highly complex systems, such as integrated electronic circuits, optoelectronic devices, and magnetic and optical mass storage media. The various materials, with precisely controlled properties, perform numerous functions, including the acquisition, processing, transmission, storage, and display of information.

Nanomaterials (NAN): The study and development of nanoscale materials; materials with structural features (particle size or grain size, for example) of at least one dimension in the range 1-100 nm.

Polymers (POL): The study and development of polymers; materials that have a molecular structure consisting chiefly or entirely of a large number of similar units bonded together, e.g., many synthetic organic materials used as plastics and resins.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

The study of the measurement, properties, and relationships of quantities and sets, using numbers and symbols. The deductive study of numbers, geometry, and various abstract constructs, or structures.

Subcategories:

• Algebra 
• Analysis
• Combinatorics, Graph Theory, and Game Theory
•  Geometry and Topology
• Number Theory
• Probability and Statistics
•  Other

Algebra (ALB): The study of algebraic operations and/or relations and the structures which arise from them. An example is given by (systems of) equations which involve polynomial functions of one or more variables.

Analysis (ANL): The study of infinitesimal processes in mathematics, typically involving the concept of a limit. This begins with differential and integral calculus, for functions of one or several variables, and includes differential equations.

Combinatorics, Graph Theory, and Game Theory (CGG): The study of combinatorial structures in mathematics, such as finite sets, graphs, and games, often with a view toward classification and/or enumeration.

Geometry and Topology (GEO): The study of the shape, size, and other properties of figures and spaces. Includes such subjects as Euclidean geometry, non-Euclidean geometries (spherical, hyperbolic, Riemannian, Lorentzian), and knot theory (classification of knots in 3-space).

Number Theory (NUM): The study of the arithmetic properties of integers and related topics such as cryptography.

Probability and Statistics (PRO): Mathematical study of random phenomena and the study of statistical tools used to analyze and interpret data.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

The study of micro-organisms, including bacteria, viruses, fungi, prokaryotes, and simple eukaryotes as well as antimicrobial and antibiotic substances.

Subcategories:

• Antimicrobial and Antibiotics 
• Applied Microbiology 
• Bacteriology
• Environmental Microbiology
•  Microbial Genetics
• Virology 
• Other

Antimicrobials and Antibiotics (ANT): Studies involving substances that kill or inhibit the growth of a microorganism.

Applied Microbiology (APL): The study of microorganisms having potential applications in human, animal or plant health.

Bacteriology (BAC): The study of bacteria and bacterial diseases and the microorganisms responsible for causing a disease. This field focuses on ideas spanning a wide range of topics, from identification and characterization of bacteria, all the way to the development of effective vacancies to combat various types of bacteria.

Environmental Microbiology (ENV): Studies involving microbial interactions and processes within the environment. Air microbiology, soil microbiology and water microbiology as well as the study of biofilms would be included in this subcategory.

Microbial Genetics (GEN): The study of the genetics of microorganisms such as bacteria, archaea and some protozoa and fungi and their chromosomes, plasmids, transposons and phages. Studies can also include gene transfer systems such as transformation, conjugation and transduction.

Virology (VIR): The study of viruses – submicroscopic, parasitic particles of genetic material contained in a protein coat – and virus-like agents. Research in this subcategory may focus on the development and effectiveness of treatments for viruses, the development and life cycle of a particular virus, or how the immune system recognizes a virus and what stimulates immune responses.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Physics is the science of matter and energy and of interactions between the two. Astronomy is the study of anything in the universe beyond the Earth.

Subcategories:

• Atomic, Molecular, and Optical Physics
•  Astronomy and Cosmology
• Biological Physics
• Condensed Matter and Materials 
• Mechanics
• Nuclear and Particle Physics
• Theoretical, Computational, and Quantum Physics 
• Other

Atomic, Molecular, and Optical Physics (AMO): The study of atoms, simple molecules, electrons, light, and their interactions. Projects studying non-solid state lasers and masers also belong in this subcategory.

Astronomy and Cosmology (AST): The study of space, the universe as a whole, including its origins and evolution, the physical properties of objects in space and computational astronomy.

Biological Physics (BIP): The study of the physics of biological processes and systems.

Condensed Matter and Materials (MAT): The study of the properties of solids and liquids. Topics such as superconductivity, semi-conductors, complex fluids, and thin films are studied.

Mechanics (MEC): Classical physics and mechanics, including the macroscopic study of forces, vibrations and flows; on solid, liquid and gaseous materials. Projects studying aerodynamics or hydrodynamics also belong in this subcategory.

Nuclear and Particle Physics (NUC): The study of the physical properties of the atomic nucleus and of fundamental particles and the forces of their interaction. Projects developing particle detectors also belong in this subcategory.

Theoretical, Computational, and Quantum Physics (THE): The study of nature, phenomena and the laws of physics employing mathematical or computational methods rather than experimental processes.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Studies of plants and how they live, including structure, physiology, development, and classification. Includes plant cultivation, development, ecology, genetics and plant breeding, pathology, physiology, systematics and evolution.

Subcategories:

• Agriculture and Agronomy 
• Ecology
• Genetics and Breeding 
• Growth and Development
•  Pathology
• Plant Physiology
•  Systematics and Evolution
•  Other

Agriculture and Agronomy (AGR): Application of the various soil and plant sciences to soil management and agricultural and horticultural crop production. Includes biological and chemical controls of pests, hydroponics, fertilizers and supplements.

Ecology (ECO): The study of interactions and relationships among plants, and plants and animals, with their environment.

Genetics and Breeding (GEN): The study of organismic and population genetics of plants. The application of plant genetics and biotechnology to crop improvement. This includes genetically modified crops.

Growth and Development (DEV): The study of a plant from earliest stages through germination and into later life. This includes cellular and molecular aspects of development and environmental effects, natural or manmade, on development and growth.

Pathology (PAT): The study of plant disease states, and their causes, processes, and consequences. This includes effects of parasites or disease-causing microbes.

Plant Physiology (PHY): The study of functions in plants and plant cells. This includes cellular mechanisms such as photosynthesis and transpiration, and how plant processes are affected by environmental factors or natural variations.

Systematics and Evolution (SYS): The study of classification of organisms and their evolutionary relationships. This includes morphological, biochemical, genetic, and modeled systems.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Studies in which the use of machine intelligence is paramount to reducing the reliance on human intervention.

Subcategories:

• Biomechanics 
• Cognitive Systems 
• Control Theory 
• Machine Learning 
• Robot Kinematics 
• Other

Biomechanics (BIE): Studies and apparatus which mimic the role of mechanics in biological systems.

Cognitive Systems (COG): Studies/apparatus that operate similarly to the ways humans think and process information. Systems that provide for increased interaction of people and machines to more naturally extend and magnify human expertise, activity, and cognition.

Control Theory (CON): Studies that explore the behavior of dynamical systems with inputs, and how their behavior is modified by feedback. This includes new theoretical results and the applications of new and established control methods, system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation.

Machine Learning (MAC): Construction and/or study of algorithms that can learn from data.

Robot Kinematics (KIN): The study of movement in robotic systems.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

The study or development of software, information processes or methodologies to demonstrate, analyze, or control a process/solution.

Subcategories:

• Algorithms
•  Cybersecurity
•  Databases
• Human/Machine Interface
•  Languages and Operating Systems
•  Mobile Apps
• Online Learning 
• Other

Algorithms (ALG): The study or creation of algorithms – step-by-step procedure of calculations to complete a specific task in data processing, automated reasoning and computing.

Cybersecurity (CYB): Studies involving the protection of a computer or computer system against unauthorized access or attacks. This can include studies involving hardware, network, software, host or multimedia security.

Databases (DAT): Studies that create or analyze data organization for ease of access, management and update.

Human/Machine Interface (HMC): Software application that presents information to a user about the state of a process and to accept and implement the operator’s control instructions.

Languages and Operating Systems (LNG): Studies that involve the development or analysis of artificial languages used to write instructions that can be translated into machine language and then executed by a computer or system software responsible for the direct control and management of hardware and basic system operations of a computer or mobile device.

Mobile Apps (APP): A study involving a software application developed specifically for use on small, wireless computing devices. These studies may include front-end development techniques, such as user interface design and cross-platform support, and/or back-end development techniques, such as data services and business logic.

Online Learning (LRN): Studies that focus on utilizing electronic technologies to access educational curriculum outside of a traditional means. Studies explore the design of learning activities and programs with online technologies, as well as the effective use of e- learning systems.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

Projects that aim to improve human health and longevity by translating novel discoveries in the biomedical sciences into effective activities and tools for clinical and public health use. Bi-directional in concept, projects can be those developed through basic research moving toward clinical testing (bench-to-bedside) or projects that provide feedback about the applications of new treatments and how they can be improved (beside-to-bench).

Subcategories:

• Disease Detection and Diagnosis 
• Disease Prevention
• Disease Treatment and Therapies 
• Drug Identification and Testing 
• Pre-Clinical Studies
• Other

Disease Detection and Diagnosis (DIS): Studies in this category encompass a variety of novel assay methods to promote the identification, detection and determination of disorders and disease. They may involve studies at the system, organ, or cellular levels.

Disease Prevention (PRE): The study of health promotion and disease prevention activities and research to improve public health. These studies might involve research to protect individuals from actual or potential health threats and their harmful consequences, or they may address novel approaches to aid in compliance for avoiding known health risks (e.g., smoking, drug use, obesity).

Disease Treatment and Therapies (TRE): The use of pharmaceuticals and other therapies, including natural and holistic remedies, intended to improve symptoms and treat or cure disorders or disease.

Drug Identification and Testing (DRU): These studies would be conducted to identify potential drugs or extracts that could be used to treat or cure disorders or disease. Studies in this category would involve initial testing of the compounds against an intended target. This category could also include testing a range of different compounds or extracts to determine relative potency and efficacy.

Pre-Clinical Studies (PCS): These studies of potential drugs or therapies would include testing the intervention in platforms such as cultured cells or animal models of disease. The investigations could be directed toward determining factors such as potential drug permeability, efficacy and/or toxicity. These studies could also investigate the best route of drug administration.

Other (OTH): Studies that cannot be assigned to one of the above subcategories. If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.