Domain Visualization

Circular Economy

Discover how organizations have used crowd Challenges to better reduce, reuse, and recycle to become more sustainable.

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Continuous Improvement

Open Innovation can assist with incremental enhancements - whether to processes, products, or services!

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Sustainable Supply Chain

Integrating environmental, social, and economic considerations to become more resilient and sustainable in the long-term.

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Corporate Social Responsibility

Our Solvers have contributed to business goals in ethics and sustainability, beyond just profit and competitive advantage.

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Environmental Social Governance

Sustainability in social, environmental, and management impact to drive more responsible business and outcomes.

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Quantum

A subset of AI that leverages quantum computing principles to enhance computational capabilities for solving complex problems more efficiently than classical systems.

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Machine Learning

A subset of artificial intelligence involving algorithms that allow computers to learn from and make predictions or decisions based on data.

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Strategy to Assimilate Unstructured Information

Natural Language Processing

A field of artificial intelligence that gives computers the ability to understand, interpret, and generate human language.

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Computer Vision

A field of artificial intelligence that enables computers to interpret and process visual data from the world.

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Robotics

The interdisciplinary branch that involves the design, construction, operation, and use of robots.

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Reinforcement Learning

An area of machine learning concerned with how agents ought to take actions in an environment to maximize cumulative reward.

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AI Approaches to Optimize Grid Effectiveness

Neural Networks

Computational models inspired by the human brain, consisting of interconnected units (neurons) that process information using a connectionist approach.

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Sensor agnostic AI models for digital phenotyping

Artificial General Intelligence

The hypothetical intelligence of a machine that could understand or learn any intellectual task that a human being can.

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Expert Systems

Computer programs that simulate the judgment and behavior of a human or an organization with expert-level knowledge.

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Crop Science

The field that deals with the production and improvement of crops.

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Soil Science

The study of soil as a natural resource, including soil formation, classification, and mapping.

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Agricultural Economics

The study of economic principles applied to the production and distribution of food and fiber.

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Agroecology

The application of ecological principles to agricultural systems and practices.

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Plant Pathology

The scientific study of plant diseases caused by pathogens and environmental conditions.

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Agricultural Engineering

The engineering discipline that applies engineering science and technology to agricultural production and processing.

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Process Engineering

The understanding and application of fundamental principles that allow humans to transform raw materials and energy into useful products.

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Thermodynamics

The branch of physics that deals with the relationships between heat and other forms of energy.

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Kinetics and Reactor Design

The study of reaction rates and the design of reactors to optimize chemical processes.

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Biochemical Engineering

The branch of chemical engineering that deals with the design and construction of unit processes that involve biological organisms or molecules.

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Polymer Engineering

The field that focuses on the design, analysis, and modification of polymer materials for various applications.

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Materials Science

An interdisciplinary field involving the properties of matter and its applications to various areas of science and engineering.

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Separation Processes

Techniques to separate mixtures into their constituent components, essential in chemical engineering.

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Environmental Engineering

The application of scientific and engineering principles to improve and maintain the environment for the protection of human health and ecosystems.

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Analytical Chemistry

The science of obtaining, processing, and communicating information about the composition and structure of matter.

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Inorganic Chemistry

The study of the properties and behavior of inorganic compounds.

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Physical Chemistry

The branch of chemistry that deals with the physical structure of chemical compounds, the way they react, and the energy changes that accompany reactions.

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Organic Chemistry

The study of the structure, properties, composition, reactions, and synthesis of organic compounds.

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Biochemistry

The study of chemical processes within and relating to living organisms.

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Theoretical Chemistry

The examination of the structural and dynamic properties of molecules and materials using computational methods and theories.

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Environmental Chemistry

The study of chemical and biochemical phenomena that occur in natural places.

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Materials Chemistry

The preparation, characterization, and understanding of substances with a useful function.

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Structural Engineering

A specialty within civil engineering that focuses on the framework of structures, ensuring they can withstand the stresses and pressures of their environment.

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Geotechnical Engineering

The branch of civil engineering concerned with the engineering behavior of earth materials and the design of foundations and earth structures.

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Transportation Engineering

The application of technology and scientific principles to the planning, design, operation, and management of transportation systems.

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Water Resources Engineering

A sub-discipline of civil engineering that deals with the collection and management of water as a natural resource.

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Construction Engineering

A professional discipline that deals with the designing, planning, construction, and management of infrastructures such as roads, bridges, and buildings.

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Environmental Engineering

The application of scientific and engineering principles to improve and maintain the environment for the protection of human health and ecosystems.

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Urban Planning

A technical and political process concerned with the development and design of land use and the built environment, including transportation networks.

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New Smart City Solutions Enabled by Open Data

Surveying

The technique and science of determining the terrestrial or three-dimensional positions of points and the distances and angles between them.

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Data Mining

The process of discovering patterns and knowledge from large amounts of data.

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Big Data Analytics

The process of examining large and varied data sets to uncover hidden patterns, correlations, and other insights.

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Data Visualization

The graphical representation of information and data to help understand complex data.

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Machine Learning

A subset of artificial intelligence involving algorithms that allow computers to learn from and make predictions or decisions based on data.

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Strategy to Assimilate Unstructured Information

Statistical Modeling

The use of statistical analysis to build mathematical models that can be used to make predictions or understand complex relationships.

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Data Engineering

The practice of designing and building systems for collecting, storing, and analyzing data at scale.

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Time Series Analysis

A method to analyze time-ordered data points to extract meaningful statistics and characteristics.

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Business Intelligence

Technologies and strategies used by enterprises for data analysis and management of business information.

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Marine Ecology

The study of interactions between marine organisms and their environment.

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Forest Ecology

The study of interactions among forest organisms and between these organisms and their environment.

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Urban Ecology

The study of ecosystems in urban areas, including human and ecological processes.

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Safeguarding Biodiversity Prior to the Installation of Electric Distribution Assets

Conservation Biology

The science of protecting and managing biodiversity.

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Population Ecology

The study of populations of organisms, especially the regulation of population size, life history traits, and extinction.

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Behavioral Ecology

The study of the evolutionary basis for animal behavior due to ecological pressures.

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Ecosystem Ecology

The integrated study of living and non-living components of ecosystems and their interactions.

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Landscape Ecology

The study of spatial patterns and ecological processes across landscapes.

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Power Systems

The area of electrical engineering that deals with the generation, transmission, distribution, and utilization of electric power and the electrical apparatus connected to such systems.

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Control Systems

An interdisciplinary field that deals with the modeling of dynamic systems and the design of controllers that cause these systems to behave in a desired manner.

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Electronics

The branch of physics and engineering concerned with the design and application of devices, usually electronic circuits, that involve the flow of electrons.

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Signal Processing

The analysis, interpretation, and manipulation of signals. Signals can be audio, video, sensor readings, etc.

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Telecommunications

The transmission of information over significant distances by electronic means.

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Microelectronics

The field of study and manufacture of very small electronic designs and components, typically on the micrometer scale or smaller.

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Electromagnetics

The study of electromagnetic fields, waves, and interactions, forming the foundation for many electrical and electronic devices.

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Renewable Energy

Energy from sources that are naturally replenishing, such as solar, wind, hydroelectric, and geothermal energy.

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Mechanical Engineering

The branch of engineering that deals with the design, analysis, manufacturing, and maintenance of mechanical systems using principles of mechanics, kinematics, thermodynamics, and energy.

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Electrical Engineering

The field of engineering that involves the study and application of electricity, electronics, and electromagnetism for the development of electrical and electronic devices and systems.

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Civil Engineering

The professional engineering discipline that focuses on the design, construction, and maintenance of the physical and naturally built environment, including works like roads, bridges, and buildings.

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Chemical Engineering

The branch of engineering that uses principles of chemistry, physics, mathematics, biology, and economics to efficiently use, produce, design, transport, and transform energy and materials.

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Aerospace Engineering

The field concerned with the development of aircraft and spacecraft, encompassing both aeronautical and astronautical engineering.

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Biomedical Engineering

An interdisciplinary field that applies engineering principles and design concepts to medicine and biology for healthcare purposes, including diagnostic or therapeutic devices.

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Computer Engineering

A discipline that integrates electrical engineering and computer science to develop computer hardware and software.

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Environmental Engineering

The application of scientific and engineering principles to improve and maintain the environment for the protection of human health and ecosystems.

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Water Resources Management

The activity of planning, developing, distributing, and managing the optimum use of water resources.

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Waste Management

The collection, transport, processing, recycling, and disposal of waste materials to reduce their effect on health and the environment.

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Air Quality Control

The process of managing and controlling pollutants released into the atmosphere to maintain clean and safe air.

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Environmental Impact Assessment

A procedure to evaluate the potential environmental consequences of proposed projects or developments before they proceed.

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Sustainable Engineering

Engineering that focuses on designing systems and processes that meet current needs without compromising the ability of future generations to meet theirs.

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Habitat for Humanity Challenge: Improved Construction and Demolition Waste Management

Soil Pollution Control

Methods used to prevent, reduce, or remediate the contamination of soil with harmful substances.

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Renewable Energy Engineering

The study and application of engineering principles to develop energy systems that use renewable resources like solar, wind, and hydropower.

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Climate Change Mitigation

Efforts to reduce or prevent emission of greenhouse gases to limit the magnitude or rate of long-term climate change.

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Microbiology

The study of microorganisms, including bacteria, viruses, fungi, and protozoa.

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Genetics

The study of genes, genetic variation, and heredity in living organisms.

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Biochemistry

The study of chemical processes within and relating to living organisms.

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Zoology

The scientific study of animals, including their biology, physiology, and classification.

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Botany

The scientific study of plants, including their physiology, structure, genetics, ecology, distribution, and classification.

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Molecular Biology

The branch of biology that deals with the molecular basis of biological activity.

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Immunology

The study of the immune system in all organisms.

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Ecology

The study of interactions among organisms and their environment.

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Metallurgy

The science and technology of metals, involving their extraction, processing, and development of metal alloys.

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Polymer Engineering

The field that focuses on the design, analysis, and modification of polymer materials for various applications.

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Ceramic Engineering

The science and technology of creating objects from inorganic, non-metallic materials by the action of heat.

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Composite Materials

Materials made from two or more constituent materials with significantly different physical or chemical properties, combined to produce a material with characteristics different from the individual components.

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Nanomaterials

Materials with structural features at the nanoscale, often exhibiting unique properties due to their small size.

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Electronic Materials

Materials used in the fabrication of electronic components and devices, such as semiconductors, insulators, and conductors.

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Biomaterials

Any matter, surface, or construct that interacts with biological systems for medical purposes, either as a part of a medical device or to replace a natural function.

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Corrosion Engineering

The field dedicated to controlling and preventing corrosion, which is the degradation of materials due to reactions with their environment.

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Nanomaterials

Materials with structural features at the nanoscale, often exhibiting unique properties due to their small size.

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Biomaterials

Any matter, surface, or construct that interacts with biological systems for medical purposes, either as a part of a medical device or to replace a natural function.

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Electronic Materials

Materials used in the fabrication of electronic components and devices, such as semiconductors, insulators, and conductors.

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Magnetic Materials

Materials that exhibit magnetic properties and are used in various applications like data storage.

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Polymer Science

The study of polymers, their synthesis, properties, and applications.

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Ceramics

The science and technology of creating objects from inorganic, non-metallic materials by the action of heat.

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Metallurgy

The science and technology of metals, involving their extraction, processing, and development of metal alloys.

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Composite Materials

Materials made from two or more constituent materials with significantly different physical or chemical properties, combined to produce a material with characteristics different from the individual components.

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Thermodynamics

The branch of physics that deals with the relationships between heat and other forms of energy.

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Fluid Mechanics

The study of fluids (liquids and gases) and the forces on them.

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Dynamics

The branch of mechanics concerned with the motion of bodies under the action of forces.

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Machine Design

The process of engineering design applied to the creation of machines and mechanical systems.

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Robotics

The interdisciplinary branch that involves the design, construction, operation, and use of robots.

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Manufacturing Engineering

A branch of professional engineering concerned with understanding, analyzing, and improving complex industrial processes.

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Automotive Engineering

The branch of engineering that deals with the design, development, and manufacturing of automobiles.

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Aerospace Engineering

The field concerned with the development of aircraft and spacecraft, encompassing both aeronautical and astronautical engineering.

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Synthetic Organic Chemistry

The branch of chemistry that focuses on the construction of organic compounds via chemical synthesis.

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Medicinal Chemistry

The discipline at the intersection of chemistry and pharmacology involved with designing, synthesizing, and developing pharmaceutical agents.

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Organometallic Chemistry

The study of chemical compounds containing bonds between carbon and a metal.

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Physical Organic Chemistry

The study of the interrelationships between structure and reactivity in organic molecules.

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Stereochemistry

The study of the spatial arrangements of atoms in molecules and their effects on the chemical and physical properties.

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Natural Products Chemistry

The study of chemical compounds produced by living organisms.

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Polymer Chemistry

The branch of chemistry that focuses on the chemical synthesis and properties of polymers.

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Bioorganic Chemistry

A scientific discipline that combines organic chemistry and biochemistry.

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Pharmaceutics

The discipline of pharmacy that deals with the process of turning a new chemical entity into a medication that can be safely and effectively used by patients.

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Pharmacokinetics

The branch of pharmacology concerned with the movement of drugs within the body.

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Pharmaceutical Chemistry

The study of drugs and the development of drug compounds.

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Pharmacodynamics

The study of the biochemical and physiological effects of drugs and their mechanisms of action.

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Pharmaceutical Biotechnology

The science of using biotechnology for the discovery, development, and production of pharmaceuticals.

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Drug Discovery

The process by which new candidate medications are discovered.

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Regulatory Affairs

A profession within regulated industries, such as pharmaceuticals, that oversees compliance with regulations.

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Clinical Trials

Research studies performed in people that are aimed at evaluating a medical, surgical, or behavioral intervention.

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Clinical Pharmacology

The science of drugs and their clinical use in humans.

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Neuropharmacology

The study of how drugs affect cellular function in the nervous system.

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Cardiovascular Pharmacology

The study of drugs that affect the heart and vascular system.

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Psychopharmacology

The study of the effects of drugs on the mind and behavior.

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Pharmacogenomics

The study of how genes affect a person's response to drugs.

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Toxicology

The scientific study of adverse effects that occur in living organisms due to chemicals.

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Pharmacokinetics

The branch of pharmacology concerned with the movement of drugs within the body.

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Pharmaceutical Biotechnology

The science of using biotechnology for the discovery, development, and production of pharmaceuticals.

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Software Design

The process by which an agent creates a specification of a software artifact, intended to accomplish goals, using a set of primitive components and constraints.

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Educational GUI for Collaborative Problem Solving

Software Testing

The process of evaluating and verifying that a software program or application does what it is intended to do.

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Software Maintenance

The modification of a software product after delivery to correct faults, improve performance, or adapt to a changed environment.

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Requirements Engineering

The process of defining, documenting, and maintaining software requirements.

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DevOps

A set of practices that combines software development (Dev) and IT operations (Ops) to shorten the development life cycle.

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Agile Development

An iterative approach to software development that focuses on collaboration, customer feedback, and small, rapid releases.

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Human-Computer Interaction

The study of how people interact with computers and designing technologies that let humans interact with computers in novel ways.

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Software Architecture

The fundamental structures of a software system and the discipline of creating such structures and systems.

Explore our Ecosystem Expertise

Circular Economy

Featured Challenges:

Continuous Improvement

Featured Challenges:

Sustainable Supply Chain

Featured Challenges:

Corporate Social Responsibility

Featured Challenges:

Environmental Social Governance

Featured Challenges:

Quantum

Featured Challenges:

Machine Learning

Featured Challenges:

Natural Language Processing

Featured Challenges:

Computer Vision

Featured Challenges:

Robotics

Featured Challenges:

Reinforcement Learning

Featured Challenges:

Neural Networks

Featured Challenges:

Artificial General Intelligence

Featured Challenges:

Expert Systems

Featured Challenges:

Crop Science

Featured Challenges:

Soil Science

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Agricultural Economics

Featured Challenges:

Agroecology

Featured Challenges:

Plant Pathology

Featured Challenges:

Agricultural Engineering

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Process Engineering

Featured Challenges:

Thermodynamics

Featured Challenges:

Kinetics and Reactor Design

Featured Challenges:

Biochemical Engineering

Featured Challenges:

Polymer Engineering

Featured Challenges:

Materials Science

Featured Challenges:

Separation Processes

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Environmental Engineering

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Analytical Chemistry

Featured Challenges:

Inorganic Chemistry

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Physical Chemistry

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Organic Chemistry

Featured Challenges:

Biochemistry

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Theoretical Chemistry

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Environmental Chemistry

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Materials Chemistry

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Structural Engineering

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Geotechnical Engineering

Featured Challenges:

Transportation Engineering

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Water Resources Engineering