Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

All Applications · chemistry physics and earth sciences papers

339 papers, page 7 of 7

301. CVPR 2023Learning a Depth Covariance Function
302. CVPR 2023Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
303. CVPR 2023Light Source Separation and Intrinsic Image Decomposition Under AC Illumination
304. CVPR 2023Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
305. CVPR 2023Marching-Primitives: Shape Abstraction From Signed Distance Function
306. CVPR 2023Mask-Guided Matting in the Wild
307. CVPR 2023Megahertz Light Steering Without Moving Parts
308. CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
309. CVPR 2023NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid
310. CVPR 2023Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes
311. CVPR 2023Neural Kaleidoscopic Space Sculpting
312. CVPR 2023NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization
313. CVPR 2023NLOST: Non-Line-of-Sight Imaging With Transformer
314. CVPR 2023Non-Line-of-Sight Imaging With Signal Superresolution Network
315. CVPR 2023Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone?
316. CVPR 2023One-Stage 3D Whole-Body Mesh Recovery With Component Aware Transformer
317. CVPR 2023ORCa: Glossy Objects As Radiance-Field Cameras
318. CVPR 2023Perception and Semantic Aware Regularization for Sequential Confidence Calibration
319. CVPR 2023Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos
320. CVPR 2023Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
321. CVPR 2023PointAvatar: Deformable Point-Based Head Avatars From Videos
322. CVPR 2023Pose Synchronization Under Multiple Pair-Wise Relative Poses
323. CVPR 2023PREIM3D: 3D Consistent Precise Image Attribute Editing From a Single Image
324. CVPR 2023PyPose: A Library for Robot Learning With Physics-Based Optimization
325. CVPR 2023RelightableHands: Efficient Neural Relighting of Articulated Hand Models
326. CVPR 2023Robust and Scalable Gaussian Process Regression and Its Applications
327. CVPR 2023Semi-Supervised Hand Appearance Recovery via Structure Disentanglement and Dual Adversarial Discrimination
328. CVPR 2023Single View Scene Scale Estimation Using Scale Field
329. CVPR 2023SPARF: Neural Radiance Fields From Sparse and Noisy Poses
330. CVPR 2023SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
331. CVPR 2023StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis
332. CVPR 2023StyLess: Boosting the Transferability of Adversarial Examples
333. CVPR 2023Swept-Angle Synthetic Wavelength Interferometry
334. CVPR 2023Thermal Spread Functions (TSF): Physics-Guided Material Classification
335. CVPR 2023Toward RAW Object Detection: A New Benchmark and a New Model
336. CVPR 2023Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution
337. CVPR 2023Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion
338. CVPR 2023TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization
339. CVPR 2023Wavelet Diffusion Models Are Fast and Scalable Image Generators

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.