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1906.05433
Cited By
Tackling Climate Change with Machine Learning
10 June 2019
David Rolnick
P. Donti
L. Kaack
K. Kochanski
Alexandre Lacoste
Kris Sankaran
A. Ross
Nikola Milojevic-Dupont
Natasha Jaques
Anna Waldman-Brown
A. Luccioni
Tegan Maharaj
Evan D. Sherwin
S. Mukkavilli
Konrad Paul Kording
Carla P. Gomes
Andrew Y. Ng
Demis Hassabis
John C. Platt
F. Creutzig
J. Chayes
Yoshua Bengio
AI4Cl
AI4CE
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Papers citing
"Tackling Climate Change with Machine Learning"
14 / 64 papers shown
Title
IowaRain: A Statewide Rain Event Dataset Based on Weather Radars and Quantitative Precipitation Estimation
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Deep Spatio-Temporal Forecasting of Electrical Vehicle Charging Demand
F. B. Hüttel
Inon Peled
Filipe Rodrigues
Francisco Câmara Pereira
21
13
0
21 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
13
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
25
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
23
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
9
28
0
13 Feb 2021
Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics
Ján Drgoňa
Aaron Tuor
V. Chandan
D. Vrabie
AI4CE
19
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
30
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
29
371
0
30 Apr 2020
SPNets: Differentiable Fluid Dynamics for Deep Neural Networks
Connor Schenck
D. Fox
PINN
3DPC
AI4CE
172
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
42
27
0
17 Nov 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
270
5,660
0
05 Dec 2016
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