LD

Lijie Ding

0000-0002-2745-4606

cond-mat.softcond-mat.mtrl-scics.AImachine learningphysics.comp-phsmall-angle scatteringcond-mat.stat-mechcs.SYeess.SYphysics.app-ph

On Valency

published · living versions

FrontierPhysics: Evaluating Agents for End-to-End Physics Research

with Bingran You, Wenjun Ke, Ria Rosenauer, Bo Liu +67

1 version

W_rztvbbknv1 · current

Preprints & journals

35 papers in the corpus · 2016–2026

Constrained variational optimization of counting-time allocation in sequential scattering measurements: Application to Bonse-Hart USANS.

Tung, Chi-Huan, Do, Changwoo, Shang, Yingrui et al.

0 citations

427139392026The Journal of chemical physics. 2026;165(10)

Optimal binning of correlated measurements.

Tung, Chi-Huan, Do, Changwoo, Ding, Lijie et al.

0 citations

427139552026The Journal of chemical physics. 2026;165(10)

Smart Pickering Emulsions Co-Stabilized by Chalcogenoviologen Surfactants and Single-Atom Pt-Decorated g-C3N4 for Switchable Biphasic Photocatalysis†.

Cui, Zhaohui, Sun, Siyu, Yuan, Tianyue et al.

2 citations

423070592026Journal of the American Chemical Society. 2026;148(29):31218-31230

Alignment switching in 3D-printed smectic liquid crystal elastomers.

Lee, Jin-Hyeong, Kim, Kyeong Pyo, Ding, Lijie et al.

1 citation

424318542026Nature communications. 2026;17(1)

ColPackAgent: Agent-Skill-Guided Hard-Particle Monte Carlo Workflows for Colloidal Packing

Lijie Ding, Changwoo Do

0 citations

2605.15625v12026arXiv

Deep Learning the Small-Angle Scattering of Polydisperse Hard Rods

Lijie Ding, Changwoo Do

0 citations

2601.20033v12026arXiv

Bayesian Gaussian process inference for neutron spin echo measurement.

Tung, Chi-Huan, Huang, Guan-Rong, Hoffmann, Ingo et al.

2 citations

413958952025The Journal of chemical physics. 2025;163(23)

LLMs Can Assist with Proposal Selection at Large User Facilities

Lijie Ding, Janell Thomson, Jon Taylor et al.

0 citations

2512.10895v12025arXiv

Bayesian inference of anisotropic 2D small-angle scattering from sparse measurement.

Tung, Chi-Huan, Wang, Yangyang, Carrillo, Jan-Michael et al.

3 citations

410905832025The Journal of chemical physics. 2025;163(15)

ToPolyAgent: AI Agents for Coarse-Grained Topological Polymer Simulations

Lijie Ding, Jan-Michael Carrillo, Changwoo Do

11 citations

2510.12091v12025arXiv

SasAgent: Multi-Agent AI System for Small-Angle Scattering Data Analysis

Lijie Ding, Changwoo Do

1 citation

2509.05363v12025arXiv

Machine learning inversion from scattering for mechanically driven polymers.

Ding, Lijie, Tung, Chi-Huan, Sumpter, Bobby G et al.

8 citations

410644262025Journal of applied crystallography. 2025;58(Pt 5):1526-1532

A convergence metric for counting statistics in time-resolved small angle neutron scattering.

Tung, Chi-Huan, Ding, Lijie, Shinohara, Yuya et al.

3 citations

408149242025The Journal of chemical physics. 2025;163(7)

Deciphering the Small-Angle Scattering of Polydisperse Hard Spheres using Deep Learning

Lijie Ding, Changwoo Do

2 citations

2507.09400v22025arXiv

Machine-learning-informed scattering correlation analysis of sheared colloids.

Ding, Lijie, Chen, Yihao, Do, Changwoo

9 citations

404759332025Journal of applied crystallography. 2025;58(Pt 3):992-999

Fast Derivative Valuation from Volatility Surfaces using Machine Learning

Lijie Ding, Egang Lu, Kin Cheung

0 citations

2505.22957v12025arXiv

Universal Convergence Metric for Time-Resolved Neutron Scattering

Chi-Huan Tung, Lijie Ding, Yuya Shinohara et al.

0 citations

2505.13512v12025arXiv

Brownian Dynamics Simulations of Inclusions in an Active Fluid Bath

Lijie Ding, Robert A. Pelcovits, Thomas R. Powers

0 citations

2505.09744v12025arXiv

Unlocking hidden information in sparse small-angle neutron scattering measurements.

Tung, Chi-Huan, Yip, Sidney, Huang, Guan-Rong et al.

16 citations

402206422025Journal of colloid and interface science. 2025;692:137554

Deciphering the Scattering of Mechanically Driven Polymers Using Deep Learning.

Ding, Lijie, Tung, Chi-Huan, Sumpter, Bobby G et al.

7 citations

401970112025Journal of chemical theory and computation. 2025;21(8):4176-4182

Unlocking Hidden Information in Sparse Small-Angle Neutron Scattering Measurement

Chi-Huan Tung, Sidney Yip, Guan-Rong Huang et al.

0 citations

2502.19713v12025arXiv

Scattering-based structural inversion of soft materials via Kolmogorov-Arnold networks.

Tung, Chi-Huan, Ding, Lijie, Chang, Ming-Ching et al.

11 citations

399688162025The Journal of chemical physics. 2025;162(7)

Insights into distorted lamellar phases with small-angle scattering and machine learning.

Tung, Chi-Huan, Ding, Lijie, Huang, Guan-Rong et al.

8 citations

401709602026Journal of applied crystallography. 2025;58(Pt 2):523-534

Machine Learning Inversion from Small-Angle Scattering for Charged Polymers

Lijie Ding, Chi-Huan Tung, Jan-Michael Y. Carrillo et al.

10 citations

2501.14647v12025arXiv

A discretized representation for Monte Carlo simulation of deformed semiflexible chains.

Tung, Chi-Huan, Ding, Lijie, Huang, Guan-Rong et al.

2 citations

396518232024The Journal of chemical physics. 2024;161(22)

Off-Lattice Markov Chain Monte Carlo Simulations of Mechanically Driven Polymers.

Ding, Lijie, Tung, Chi-Huan, Sumpter, Bobby G et al.

5 citations

395696382024Journal of chemical theory and computation. 2024;20(23):10697-10702

Machine Learning-Assisted Profiling of Ladder Polymer Structure using Scattering

Lijie Ding, Chi-Huan Tung, Zhiqiang Cao et al.

8 citations

2411.00134v12024arXiv

Chiral fluid membranes with orientational order and multiple edges.

Ding, Lijie, Pelcovits, Robert A, Powers, Thomas R

2 citations

378826102023Soft matter. 2023;19(43):8453-8464

Physics-Guided Graph Neural Networks for Real-time AC/DC Power Flow Analysis

Mei Yang, Gao Qiu, Yong Wu et al.

0 citations

2305.00216v12023arXiv

Degradation of cotton stalk lignin by carbon dots loaded copper oxide synergistic emulsion system.

Dong, Han, Ding, Lijie, Wu, Lei et al.

5 citations

356055752022Nanotechnology. 2022;33(48)

Deformation and orientational order of chiral membranes with free edges

Lijie Ding, Robert A. Pelcovits, Thomas R. Powers

4 citations

2104.14010v12021arXiv

Shapes of fluid membranes with chiral edges.

Ding, Lijie, Pelcovits, Robert A, Powers, Thomas R

2 citations

330759762020Physical review. E. 2020;102(3-1):032608

Lifted worm algorithm for the Ising model.

Elçi, Eren Metin, Grimm, Jens, Ding, Lijie et al.

12 citations

297587632018Physical review. E. 2018;97(4-1):042126

Trajectory Prediction of Rotating Objects in Viscous Fluid: Based on Kinematic Investigation of Magnus Glider

Zhiyuan Wei, Lijie Ding, Kai Wei et al.

1 citation

1610.02768v12016arXiv

Risk Assessment of Multi-timescale Cascading Outages based on Markovian Tree Search

Rui Yao, Shaowei Huang, Kai Sun et al.

79 citations

1603.03935v22016arXiv

Career total: 137 works. 35 are in this corpus.

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