Hernandez-Garcia, Alex

1. Hard-Constrained Deep Learning for Climate Downscaling
   2022/08/08 by Paula Harder, Álex Hernández-García, Harder, Paula +13 · 9 citations
   Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
2. Multi-Objective GFlowNets
   2022/10/23 by Moksh Jain, Jain, Moksh, Sharath Chandra Raparthy +11 · 9 citations
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Process Optimization and Integration
3. Crystal-GFN: sampling crystals with desirable properties and constraints
   2023/10/07 by AI4Science, Mila, Hernandez-Garcia, Alex, Duval, Alexandre +7 · 10 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning
   2023/02/16 by Alexandra Sasha Luccioni, Luccioni, Alexandra Sasha, Álex Hernández-García +1 · 2 voices · 5 citations
   Engineering · Environmental Science · #Computers and Society (cs.CY) #Environmental Impact and Sustainability #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG)
5. Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
   2023/05/23 by Qidong Yang, Álex Hernández-García, Yang, Qidong +13 · 5 citations
   Earth and Planetary Sciences · Computer Science · #Cryospheric studies and observations #Climate change and permafrost #Advanced Mathematical Modeling in Engineering
6. Catalyst GFlowNet for electrocatalyst design: A hydrogen evolution reaction case study
   2025/10/02 by Podina, Lena, Humer, Christina, Duval, Alexandre +7 · 3 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
7. Irresponsible AI: big tech's influence on AI research and associated impacts
   2025/11/27 by Álex Hernández-García, Alex Hernandez-Garcia, Hernandez-Garcia, Alex +8 · 2 voices
   Social Sciences · Neuroscience · Medicine · #Ethics and Social Impacts of AI #Neuroethics, Human Enhancement, Biomedical Innovations #Artificial Intelligence in Healthcare and Education