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White Paper: Complex Energy Landscapes

Posted on 2/22/18 in Reports

This white paper was prepared by the participants of the fall 2017 long program Complex High-Dimensional Energy Landscapes. Recent advances in computational resources and the development of high-throughput frameworks enable the efficient sampling of complicated multivariate functions. This includes energy and electronic property landscapes of inorganic, […]

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White Paper: Analysis of Regulatory and Epigenetic Stochasticity in Development and Disease

Posted on 6/1/17 in Reports

Prepared by Andrew Feinberg (John Hopkins University) and Roy Wollman (UCLA), summarizing comments from participants of the IPAM workshop Regulatory and Epigenetic Stochasticity in Development and Disease. A workshop related to the analysis of stochasticity in epigenetics was held at IPAM on March 1-3, 2017. […]

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White Paper: Understanding Many-Particle Systems with Machine Learning

Posted on 3/1/17 in Reports

This white paper was prepared by the participants of the fall 2016 long program Understanding Many-Particle Systems with Machine Learning. Interactions between many constituent particles, i.e. quarks, electrons, atoms, molecules, or materials, generally give rise to collective or emergent phenomena in matter. Even when the […]

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Optimization and Equilibrium in Energy Economics: Challenges for the Research Communities

Posted on 2/9/17 in Reports

Prepared by Michael C. Ferris, University of Wisconsin (summarizing comments from workshop participants).  A workshop related to Optimization and Equilibrium in Energy Economics was held at IPAM on January 11-15, 2016. It was based on the premise that design and decision problems in electrical power […]

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