Title
Unraveling the Hidden Environmental Impacts of AI Solutions for Environment Anne-Laure Ligozat J. Lefèvre Aurélie Bugeau Jacques Combaz 29 94 0 22 Oct 2021
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids Xiangtian Zheng Nan Xu Loc Trinh Dongqi Wu Tong Huang S. Sivaranjani Yan Liu Le Xie AI4CE 38 43 0 12 Oct 2021
DEM Super-Resolution with EfficientNetV2 B. Demiray M. Sit Ibrahim Demir 40 20 0 20 Sep 2021
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs M. Sit B. Seo Ibrahim Demir 20 9 0 20 Sep 2021
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision Bo-wen Li Xinyang Jiang Donglin Bai Yuge Zhang Ningxin Zheng Xuanyi Dong Lu Liu Yuqing Yang Dongsheng Li 14 10 0 30 Aug 2021
Accelerating Federated Learning with a Global Biased Optimiser Jed Mills Jia Hu Geyong Min Rui Jin Siwei Zheng Jin Wang FedML AI4CE 34 9 0 20 Aug 2021
Demand Forecasting in Smart Grid Using Long Short-Term Memory Koushik Roy Abtahi Ishmam K. A. Taher AI4TS 17 13 0 28 Jul 2021
Quantum Artificial Intelligence for the Science of Climate Change Manmeet Singh C. Dhara Adarsh Kumar S. Gill Steve Uhlig AI4CE 14 15 0 28 Jul 2021
IowaRain: A Statewide Rain Event Dataset Based on Weather Radars and Quantitative Precipitation Estimation M. Sit B. Seo Ibrahim Demir 21 27 0 07 Jul 2021
Deep Spatio-Temporal Forecasting of Electrical Vehicle Charging Demand F. B. Hüttel Inon Peled Filipe Rodrigues Francisco Câmara Pereira 25 13 0 21 Jun 2021
Rotation Invariant Graph Neural Networks using Spin Convolutions Muhammed Shuaibi Adeesh Kolluru Abhishek Das Aditya Grover Anuroop Sriram Zachary W. Ulissi C. L. Zitnick AI4CE 30 67 0 17 Jun 2021
Carbon-Aware Computing for Datacenters A. Radovanovic R. Koningstein Ian Schneider Bokan Chen A. Duarte ... Saurav Talukdar E. Mullen Kendal Smith MariEllen Cottman W. Cirne 18 124 0 11 Jun 2021
Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks Alexis Ayala Christopher Drazic Brian Hutchinson Ben Kravitz Claudia Tebaldi GAN AI4Cl AI4CE 33 6 0 29 Apr 2021
Neural Network Attribution Methods for Problems in Geoscience: A Novel Synthetic Benchmark Dataset Antonios Mamalakis I. Ebert‐Uphoff E. Barnes OOD 28 75 0 18 Mar 2021
Routing algorithms as tools for integrating social distancing with emergency evacuation Yi-Lin Tsai Chetanya Rastogi P. Kitanidis C. Field 20 10 0 05 Mar 2021
Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods B. Hamzi R. Maulik H. Owhadi AI4TS 11 28 0 13 Feb 2021
Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics Ján Drgoňa Aaron Tuor V. Chandan D. Vrabie AI4CE 27 115 0 11 Nov 2020
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin Vincent Le Guen Jérémie Donà Emmanuel de Bézenac Ibrahim Ayed Nicolas Thome Patrick Gallinari AI4CE PINN 33 132 0 09 Oct 2020
S2RMs: Spatially Structured Recurrent Modules Nasim Rahaman Anirudh Goyal Muhammad Waleed Gondal M. Wuthrich Stefan Bauer Yash Sharma Yoshua Bengio Bernhard Schölkopf 21 14 0 13 Jul 2020
Explainable Deep Learning: A Field Guide for the Uninitiated Gabrielle Ras Ning Xie Marcel van Gerven Derek Doran AAML XAI 41 371 0 30 Apr 2020
The Proper Care and Feeding of CAMELS: How Limited Training Data Affects Streamflow Prediction M. Gauch J. Mai Jimmy Lin 11 123 0 17 Nov 2019
SPNets: Differentiable Fluid Dynamics for Deep Neural Networks Connor Schenck Dieter Fox PINN 3DPC AI4CE 178 161 0 15 Jun 2018
Ubenwa: Cry-based Diagnosis of Birth Asphyxia Charles C. Onu Innocent Udeogu Eyenimi Ndiomu Urbain Kengni Doina Precup G. Sant’Anna E. Alikor P. Opara 45 27 0 17 Nov 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016