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

3,316 papers, page 26 of 67

1251. CVPR 2025FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video
1252. CVPR 2025FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity
1253. CVPR 2025Gaussian Splashing: Unified Particles for Versatile Motion Synthesis and Rendering
1254. CVPR 2025GauSTAR: Gaussian Surface Tracking and Reconstruction
1255. CVPR 2025Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion
1256. CVPR 2025Guiding Human-Object Interactions with Rich Geometry and Relations
1257. CVPR 2025High-quality Point Cloud Oriented Normal Estimation via Hybrid Angular and Euclidean Distance Encoding
1258. CVPR 2025Homogeneous Dynamics Space for Heterogeneous Humans
1259. CVPR 2025Improving Accuracy and Calibration via Differentiated Deep Mutual Learning
1260. CVPR 2025IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera
1261. CVPR 2025Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
1262. CVPR 2025Integral Fast Fourier Color Constancy
1263. CVPR 2025InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions
1264. CVPR 2025IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images
1265. CVPR 2025Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising
1266. CVPR 2025Knowledge Bridger: Towards Training-Free Missing Modality Completion
1267. CVPR 2025Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
1268. CVPR 2025Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems
1269. CVPR 2025Learning Physics-Based Full-Body Human Reaching and Grasping from Brief Walking References
1270. CVPR 2025Light3R-SfM: Towards Feed-forward Structure-from-Motion
1271. CVPR 2025MARBLE: Material Recomposition and Blending in CLIP-Space
1272. CVPR 2025Matrix-Free Shared Intrinsics Bundle Adjustment
1273. CVPR 2025MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
1274. CVPR 2025MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
1275. CVPR 2025Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing
1276. CVPR 2025NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics
1277. CVPR 2025Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model
1278. CVPR 2025PBR-NeRF: Inverse Rendering with Physics-Based Neural Fields
1279. CVPR 2025PGC: Physics-Based Gaussian Cloth from a Single Pose
1280. CVPR 2025PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description
1281. CVPR 2025PhysAnimator: Physics-Guided Generative Cartoon Animation
1282. CVPR 2025Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater
1283. CVPR 2025Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding
1284. CVPR 2025POMP: Physics-consistent Motion Generative Model through Phase Manifolds
1285. CVPR 2025Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions
1286. CVPR 2025Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification
1287. CVPR 2025Segment Any Motion in Videos
1288. CVPR 2025Segment Anything, Even Occluded
1289. CVPR 2025Segmenting Maxillofacial Structures in CBCT Volumes
1290. CVPR 2025SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images
1291. CVPR 2025Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion
1292. CVPR 2025ShowMak3r: Compositional TV Show Reconstruction
1293. CVPR 2025SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
1294. CVPR 2025SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization
1295. CVPR 2025T-FAKE: Synthesizing Thermal Images for Facial Landmarking
1296. CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
1297. CVPR 2025The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
1298. CVPR 2025The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
1299. CVPR 2025Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns
1300. CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection

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.