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Job ID: 256308

Postdoctoral Researcher, Chemical Engineering and Materials Science
Stevens Institute of Technology

Job Description

Location: Stevens Institute of Technology, Hoboken, NJ
Principal Investigator: Prof. Pin-Kuang Lai
Position Type: Full-time, 1-year appointment (renewable depending on funding and performance)
 

Project Overview:

This position is supported by an industry-funded research collaboration between Stevens Institute of Technology and Janssen Research & Development, LLC. The project, “Next Generation Viscosity Prediction for Molecular Liability Reduction and Multi-Parameter Optimization Development,” focuses on building machine learning models and coarse-grained simulations to predict concentration-dependent viscosity behavior of therapeutic monoclonal antibodies (mAbs) based on empirical and in-silico features.

Key Responsibilities:

Lead the development and benchmarking of machine learning models (regression/classification) to predict mAb viscosity at various concentrations.

Perform molecular dynamics (MD) simulations to compute spatial charge maps (SCM),

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Familiarity with imaging analysis and/or computer vision is a plus.

Applicants will need to provide a letter of interest (1-2pg), a complete CV, at least two exemplar publications, and at least three academic / research references.

Applications and associated information will be accepted until the position is filled.

The target start date of this position is 15 May 2025, but sooner may be possible.

FLSA STATUS
United States of America (Exempt)

WPI is an Equal Opportunity Employer. All qualified candidates will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity, national origin, veteran status, or disability. It seeks individuals from all backgrounds and experiences who will contribute to a culture of creativity, collaboration, inclusion, problem solving, innovation, high performance, and change making. It is committed to maintaining a campus environment free of harassment and discrimination.

To apply, visit: https://wpi.wd5.myworkdayjobs.com/en-US/WPI_External_Career_Site/job/Worcester/Post-Doctoral-Fellow_R0003137

About WPI
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In-brief analysis

April 28, 2025

After a relatively warm start to the 2024–25 winter heating season (November–March), colder-than-normal temperatures across much of the United States in January and February resulted in increased consumption of natural gas and more withdrawals from U.S. natural gas storage than normal. By the end of March, the least amount of natural gas was held in U.S. underground storage in the Lower 48 states since 2022, with inventories 4% lower than the previous five-year average for that time of year, according to our Weekly Natural Gas Storage Report.

In January and February, the colder-than-normal temperatures across the country led to increased natural gas consumption in the residential, commercial, and electric power sectors. Consumption in the combined residential and commercial sectors in January and February averaged 97 billion cubic feet per day (Bcf/d), 16%

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Aalto University is where science and art meet technology and business. We shape a sustainable future by making research breakthroughs in and across our disciplines, sparking the game changers of tomorrow and creating novel solutions to major global challenges. Our community is made up of 13 000 students, 400 professors and close to 4 500 other faculty and staff working on our dynamic campus in Espoo, Greater Helsinki, Finland. Diversity is part of who we are, and we actively work to ensure our community’s diversity and inclusiveness. This is why we warmly encourage qualified candidates from all backgrounds to join our community. 

We are currently seeking a skilled and highly motivated Postdoctoral Researcher to address exciting research challenges in the area of machine learning for computer vision.

Your role and goals
The postdoc researcher will collaborate with doctoral students to develop machine learning solutions

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