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ICML 2023 Workshop SynS and ML Submissions
Knowledge-Guided Additive Modeling For Supervised Regression
Yann Claes
,
Van Anh Huynh-Thu
,
Pierre Geurts
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
A language-based recommendation system for material discovery
Jiaxing Qu
,
Yuxuan Richard Xie
,
Elif Ertekin
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
RANS-PINN based Simulation Surrogates for Predicting Turbulent Flows
Shinjan Ghosh
,
Amit Chakraborty
,
Georgia Olympia Brikis
,
Biswadip Dey
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Multi-Objective PSO-PINN
Caio Davi
,
Ulisses Braga-Neto
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
How to Select Physics-Informed Neural Networks in the Absence of Ground Truth: A Pareto Front-Based Strategy
Zhao Wei
,
Jian Cheng Wong
,
Nicholas Wei Yong Sung
,
Abhishek Gupta
,
Chin Chun Ooi
,
Pao-Hsiung Chiu
,
My Ha Dao
,
Yew-Soon Ong
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Estimation of Physical Coefficients for CO$_2$ Sequestration using Deep Generative Priors based Inverse Modeling Framework
Jiawei Shen
,
Jonghyun Lee
,
Hongkyu Yoon
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation
Christian Pedersen
,
Laure Zanna
,
Joan Bruna
,
Pavel Perezhogin
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Learning from Topology: Cosmological Parameter Estimation from the Large-scale Structure
Jacky H. T. Yip
,
Adam Rouhiainen
,
Gary Shiu
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Coupling Self-Attention Generative Adversarial Network and Bayesian Inversion for Carbon Storage System
Jichao Bao
,
Jonghyun Lee
,
Hongkyu Yoon
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
NuCLR: Nuclear Co-Learned Representations
Niklas Nolte
,
Ouail Kitouni
,
Sokratis Trifinopoulos
,
Subhash Kantamneni
,
Mike Williams
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?
Oussama Boussif
,
Ghait Boukachab
,
Dan Assouline
,
Stefano Massaroli
,
Tianle Yuan
,
Loubna Benabbou
,
Yoshua Bengio
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
How important are specialized transforms in Neural Operators?
Ritam Majumdar
,
Shirish Karande
,
Lovekesh Vig
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
Filip Ekström Kelvinius
,
Dimitar Georgiev
,
Artur Toshev
,
Johannes Gasteiger
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Hybrid Diffusions for Stable Molecular Structure Generation via Explicit Energy-based Model
Youngwoo Cho
,
Seunghoon Yi
,
Soo Kyung Kim
,
Hongkee Yoon
,
Joonseok Lee
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
CAAFE: Combining Large Language Models with Tabular Predictors for Semi-Automated Data Science
Noah Hollmann
,
Samuel Müller
,
Frank Hutter
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Titanium 3D Microstructure for Physics-based Generative Models: A Dataset and Primer
Devendra Kumar Jangid
,
Neal R Brodnik
,
McLean P Echlin
,
Samantha Daly
,
Tresa Pollock
,
B.S. Manjunath
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Adaptive Bias Correction for Improved Subseasonal Forecasting
Soukayna Mouatadid
,
Paulo Orenstein
,
Genevieve Elaine Flaspohler
,
Judah Cohen
,
Miruna Oprescu
,
Ernest Fraenkel
,
Lester Mackey
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Understanding Energy-Based Modeling of Proteins via an Empirically Motivated Minimal Ground Truth Model
Peter William Fields
,
Vudtiwat Ngampruetikorn
,
Rama Ranganathan
,
David J. Schwab
,
Stephanie Palmer
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Diffusion model based data generation for partial differential equations
Rucha Apte
,
Sheel Nidhan
,
Rishikesh Ranade
,
Jay Pathak
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Neural Modulation Fields for Conditional Cone Beam Neural Tomography
Samuele Papa
,
David M Knigge
,
Riccardo Valperga
,
Nikita Moriakov
,
Miltiadis Kofinas
,
Jan-jakob Sonke
,
Efstratios Gavves
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations
Louis Serrano
,
Léon Migus
,
Yuan Yin
,
Jocelyn Ahmed Mazari
,
Jean-Noël Vittaut
,
patrick gallinari
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Integrating processed-based models and machine learning for crop yield prediction
Michiel Kallenberg
,
Bernardo Maestrini
,
Ron van Bree
,
Paul Ravensbergen
,
Christos Pylianidis
,
Frits van Evert
,
Ioannis N. Athanasiadis
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Open Source Infrastructure for Differentiable Density Functional Theory
Advika Vidhyadhiraja
,
Arun Pa Thiagarajan
,
Shang Zhu
,
Venkatasubraman Viswanathan
,
Bharath Ramsundar
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Generating observation guided ensembles for data assimilation with denoising diffusion probabilistic model
Yuuichi Asahi
,
Yuta Hasegawa
,
Naoyuki Onodera
,
Takashi Shimokawabe
,
Hayato Shiba
,
Yasuhiro Idomura
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation
Kazushi Tsutsui
,
Kazuya Takeda
,
Keisuke Fujii
Published: 28 Jul 2023, Last Modified: 28 Jul 2023
SynS & ML @ ICML2023
Readers:
Everyone
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