Fan Xingshuo

Aspiring Chemical Engineer | Materials Scientist | AI/Data Science Enthusiast

Dalian, CN.

About

Highly motivated and results-driven Chemical Engineering student with a strong foundation in materials science, molecular dynamics, and AI modeling. Demonstrated success in leading complex research projects, publishing in a Q1 journal (IF 9.8), and securing national-level awards in scientific competitions. Eager to leverage advanced analytical and computational skills to drive innovation in R&D or advanced technology roles.

Work

Dalian University of Technology

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Project Leader, Undergraduate Research Project on MOF Property Prediction (Central University Basic Research Fund)

Dalian, Liaoning, China

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Summary

Leading an awarded research project to predict multi-scale properties of metal-organic framework (MOF) materials using advanced AI and validate findings via molecular dynamics simulations.

Highlights

Designed and implemented multi-level graph attention networks to predict the multi-scale properties of metal-organic framework (MOF) materials.

Validated predicted material properties through comprehensive molecular dynamics simulations, ensuring high accuracy and reliability of results.

Developed a novel representation learning approach by extracting crystal structure features using graph attention layers and capturing long- and short-range interactions with Transformer layers.

Secured funding from the Central University Basic Research Fund, demonstrating strong proposal writing and research planning capabilities.

Dalian University of Technology, National Key Laboratory of Fine Chemicals

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Project Leader, Research on Efficient Ion Transport via Reverse Electrodialysis

Dalian, Liaoning, China

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Summary

Led a research project investigating high-efficiency ion transport across membranes using reverse electrodialysis (RED) at a national key laboratory, culminating in a first-author publication.

Highlights

Mastered and applied advanced molecular dynamics simulation software, including Materials Studio, NAMD, and VMD, to model complex ion transport phenomena.

Developed custom NAMD molecular dynamics simulation code to accurately simulate ion behavior within novel membrane structures.

Engineered and synthesized sandwich-structured COF anion and cation exchange membranes, optimizing their design for enhanced selectivity and permeability.

Achieved highly efficient Na⁺/Cl⁻ permeation by strategically leveraging salinity gradient energy, significantly improving ion transport rates.

Authored and published a first-author paper in *Desalination*, a Q1 journal with an Impact Factor of 9.8 and CiteScore of 14.6, showcasing significant research contributions.

Dalian University of Technology

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Core Member, Optimal Topic Classification using LDA and K-means

Dalian, Liaoning, China

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Summary

Contributed as a core member to develop an optimal topic classification method by integrating LDA and K-means algorithms to analyze article collections.

Highlights

Implemented the LDA probabilistic topic model using Sklearn to derive document topic distributions and topic word distributions from article collections.

Inferred core research themes and their underlying structures from extensive article datasets, providing valuable insights into academic trends.

Utilized perplexity, topic coherence metrics, and K-means clustering on word embeddings to systematically determine the optimal number of topics for robust classification.

Volunteer

Audiovisual Group Leader

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Mengqi Yundian Public Welfare Team

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Led the audiovisual group for a 14-day rural summer camp, providing educational support and community engagement in a remote area.

Highlights

Coordinated and led a 14-day rural summer camp in Suijiang County, Yunnan Province, serving local children and fostering educational development.

Managed audiovisual content creation and technical support for the camp, enhancing engagement and documentation of activities.

Secured support from the Central Finance 'Guardian Flowers' Summer Rural Education Project, ensuring resources for community impact.

Achieved 'Team First Prize' for outstanding contributions and successful execution of the public welfare initiative.

Technical Group Leader

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Xingzhe Wujiang Practice Group

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Led the technical group in a research project focused on intangible cultural heritage handicrafts, contributing to their preservation and gaining significant media attention.

Highlights

Conducted in-depth research on the current status of intangible cultural heritage handicrafts, identifying key challenges and opportunities for preservation.

Developed technical documentation and digital resources to support the inheritance and promotion of traditional crafts.

Secured extensive media coverage from prominent outlets including People's Daily and China Net, significantly raising public awareness of cultural heritage.

Achieved 'Team Second Prize' for the project, recognizing impactful contributions to cultural preservation and public engagement.

Education

Dalian University of Technology

Dalian, Liaoning, China
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Bachelor of Engineering Energy Chemical Engineering (Major A) Grade: GPA: 3.67/5 (86.72/100)

Courses

Physical Chemistry (99)

Linear Algebra (99)

Probability and Statistics (92)

Reaction Engineering (92)

Organic Chemistry (85)

Chemical Engineering Principles (Bilingual) (86)

Advanced Mathematics (93)

Python Programming (92)

University Physics (96)

Chemical Instrumentation Automation (98)

Chemical Thermodynamics (83)

Awards

National Special Prize

Challenge Cup 'Unveiling the List' AI Main Arena Competition (19th Edition)

Awarded the highest honor in a national AI competition for developing an innovative AI large model platform for gas separation membranes.

Second Prize

Asia and Pacific Mathematical Contest in Modeling (APMCM)

Achieved second prize for developing and optimizing a 2D fluid heat transfer simulation model for greenhouse applications.

National First Prize

National College Student Mathematics Competition

Recognized for exceptional mathematical proficiency and problem-solving skills at a national level.

Third Prize

China Undergraduate Mathematical Contest in Modeling

Awarded third prize for developing a robust mathematical model and employing particle swarm optimization to solve complex objective functions.

Academic Excellence Scholarship

Dalian University of Technology

Recognized for maintaining a high GPA and achieving top academic standing within the department.

National Scholarship

Chinese Ministry of Education

Awarded for outstanding academic performance and comprehensive excellence among university students.

National Endeavor Scholarship

Chinese Ministry of Education

Recognized for strong academic progress and resilience in pursuing higher education.

Science and Technology Innovation Scholarship

Dalian University of Technology

Awarded for demonstrated aptitude and significant contributions in scientific research and technological innovation.

Publications

Sandwich-structured COF membranes for efficient transmembrane Na+/Cl- permselectivity of reverse electrodialysis

Desalination

First-authored a research paper published in a Q1 journal (IF 9.8, CiteScore 14.6) detailing the design and performance of novel COF membranes for high-efficiency ion transport in reverse electrodialysis systems.

Languages

Chinese

Skills

Programming & Data Analysis

Python, Sklearn, Data Analysis, Scientific Computing.

Simulation & Modeling

Molecular Dynamics Simulation, Materials Studio, NAMD, VMD, Fluent, Matlab, Mathematica, Finite Difference Method, AI Modeling, Graph Attention Networks, Transformer, LDA (Latent Dirichlet Allocation), K-means Clustering, Particle Swarm Optimization.

Software & Tools

Microsoft Word, Microsoft Excel, Microsoft PowerPoint, Latex, Adobe Photoshop (PS), Adobe Premiere Pro (PR), Cinema 4D (C4D).

Technical Expertise

Chemical Engineering, Materials Science, Energy Chemistry, Reverse Electrodialysis, Membrane Technology, Crystal Structure Analysis, Heat Transfer, Fluid Dynamics.

Interests

Creative Arts

Photography, Video Production, 3D Animation.

Projects

AI Large Model Platform for Gas Separation Membranes (Challenge Cup 'Unveiling the List')

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Summary

Led a team to develop an innovative AI large model platform for gas separation membranes, earning the National Special Prize in the Challenge Cup competition.

2D Fluid Heat Transfer Simulation for Greenhouse Optimization (APMCM)

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Summary

Led a team to develop and optimize a 2D fluid heat transfer simulation model for greenhouses, earning Second Prize in the APMCM competition.