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★★★★★

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USD 80 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Xin C.

China

USD 80 /hr

Computational Materials Scientist | MLIP & DFT Expert | 14+ SCI papers

Profile Summary

I am a computational materials scientist with a track record of 14+ peer-reviewed SCI publications in computational corrosion, catalysis, and MLIP-based materials screening. I lead an independent computational team using the full DeePMD-kit + DPA ecosystem (DPA-3.2, DPA-4-MatPES), CHGNet, and CP2K for DFT validation. Our deliverables follow a dual-evidence standard (MLIP screening cross-checked with DFT) and are formatted to journal standards. We serve academic labs and industrial R&D teams on services including MLIP training, high-throughput adsorption screening, MD simulations, and full publication packages.

Subject Matter Expertise

• ☆ Catalysis
• ☆ Mathematical Chemistry
• ☆ Surface Science
• ☆ Computational Chemistry

Services

• Research

Research Technology Scouting, Scientific and Technical Research

Work Experience

Computational Materials Scientist / Founder

Shuimu New Materials Co., Ltd., Haikou, China

May 2026 - Present

Programmer

United Healthcare

February 1998 - October 1999

Education

PhD. Materials Science and Engineering

University of Connecticut

October 1994 - February 1998

BA. Materials Science and Engineering

Tsing Hua University

September 1980 - July 1985

Certifications

• Certification details not provided.

Publications

PREPRINT

Xin Chen (2026). Cross-Metal CHGNet Screening of Organic Corrosion Inhibitors on Seven Metal (111) Surfaces . SSRN Electronic Journal.

Xin Chen (2026). Systematic Comparison of 39 DPA-2.4 Multi-Task Heads for Fe(110) Surface Energy Prediction . SSRN Electronic Journal.