美国鲍林格林州立大学招聘博士后—人工智能用于玻璃熔体过程控制和优化

美国拉玛尔大学招聘博士后—人工智能、机器学习、计算化学

Postdoctoral Research Fellow

Lamar University

Date Posted: Posted on 21 July 2025

Location: United States (US)

Salary: $40,000 - $480,000

Job Tags:

AI machine learning, computational chemistry

Project Duration: August 2025–July 2026

Project Overview: We invite applications for a postdoctoral researcher to contribute to an innovative AI/ML research initiative. The project integrates cyber twin protocols—originally developed for industrial process optimization—with advanced quantum chemical methods to map noisy Generalized Quantum Dot (GQD) spectral data to predicted chromophore structures.

Our work enhances hybrid TD-PiFCI+DFT modeling to produce reliable NIR and XPS spectra, addressing real-world challenges such as experimental noise and simulation uncertainty. This is a highly interdisciplinary project combining physical chemistry, machine learning, and data science.

Researchers from diverse backgrounds with a passion for AI-powered scientific discovery and computational Chemistry are encouraged to apply.

Key Responsibilities

Preprocessing and anomaly detection of spectral data

Spectral simulation using TD-PiFCI and DFT methods

Machine learning model development (e.g., Gaussian Process Regression, Random Forests, SHAP)

Scientific documentation, reporting, and publication preparation

Participation in collaborative meetings and weekly project planning

Mentoring junior researchers, where appropriate

Preferred Qualifications

Background: Chemistry, Physics, Electrical/Computer Engineering, Computer Science, AI/ML, Quantum Modeling

Skills:

Programming in Python (especially with scikit-learn, PyTorch, GPy)

Experience with DFT or post-Hartree–Fock methods

Strong analytical, writing, and communication skills

Self-motivated and interdisciplinary research mindset

Application Process

To apply, please email the following materials to Dr. Rana:

Curriculum Vitae (CV)

One-page weekly research activity plan

[Please click the Apply button for the link or address]

Final selection will be based on a written exam and interview. Please note: this advertisement is faculty-initiated and will undergo formal university approval following the candidate selection.

Tagged as: Chemistry, Computer Science

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