Find UC Berkeley Faculty

optimization, machine learning, data-driven decision-making

particle physics

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

contracts, torts, federal income taxation, partnership tax

Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics

climate policy, energy policy, business and environment, political economy

aging, social welfare, family issues, aging-friendly communities, long-term care policies

economic theory, economics and computation, mathematical economics, discrete allocation problems

communications infrastructure

medieval French literature, Rare Books and Manuscripts, critical theory, French literature, medieval Occitan literature

emotions, poverty, family and personal relationships, mental health

ornithology, Africa, evolutionary biology

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

biochemistry, biophysics, Structural Biology

history of political thought, American political thought, African American political thought, race and American political development

solid-state devices and technology, quantum technologies

public policy, law, social policy, higher education policy, politics and policy, primary and secondary education policy, race and ethnicity, early childhood policy

energy systems analysis, grid decarbonization, modeling and control and optimization for electric power systems

macroeconomics, monetary policy

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research/scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

design, architecture and environment, materials, heating and cooling, building technologies, sustainable design

multi-hazard risk analysis, reliability of critical infrastructure systems, climate adaptation and disaster resilience, structural engineering, extreme event modeling

marketing, consumer behavior and decision making

nuclear engineering, heat and mass transfer, reactor thermal hydraulics, nuclear reactor design, radioactive waste, nuclear materials management