3 papers
physics.comp-ph2026
CADAQUES: A Cost-Aware Dual Architecture for Query-Efficient Autonomous Discovery
Jorge Bravo-Abad
Autonomous discovery systems couple a resource that answers queries (a simulator, instrument, or analytic model) to an algorithm that selects what to query next. Most software fram…
cond-mat.str-el2024
Topological strongly correlated phases in orthorhombic diamond lattice compounds
Javier Castro Luaces, Manuel Fernández López, Jorge Bravo-Abad +1
We explore the Mott transition in orthorhombic diamond lattices relevant to (ET)Ag(CN) molecular compounds. The non-interacting phases include nodal line, Dirac and/or Weyl…
physics.optics2024
Deep Reinforcement Learning for Radiative Heat Transfer Optimization Problems
Eva Ortiz-Mansilla, Juan José GarcÃa-Esteban, Jorge Bravo-Abad +1
Reinforcement learning is a subfield of machine learning that is having a huge impact in the different conventional disciplines, including physical sciences. Here, we show how rein…