美国佐治亚理工学院Ghosh实验室2025年博士后招聘（人工智能技术）

Postdoctoral Fellow - AI Techniques - Ghosh Lab

Employer

Georgia Institute of Technology

Location

Atlanta, Georgia

Position Type

Postdoc

Employment Type

Full Time

Institution Type

Four-Year Institution

Job Title: Postdoctoral Fellow - AI Techniques - Ghosh Lab

Location: Atlanta, Georgia

Regular/Temporary: Regular

Full/Part Time: Full-Time

Job ID: 288982

About Us

Overview

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

About Georgia Tech

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

1. Students are our top priority.

2. We strive for excellence.

3. We thrive on diversity.

4. We celebrate collaboration.

5. We champion innovation.

6. We safeguard freedom of inquiry and expression.

7. We nurture the wellbeing of our community.

8. We act ethically.

9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

About the School of Physics at the Georgia Institute of Technology

The School of Physics at Georgia Tech currently has 52 academic faculty, and its graduate program is ranked 21st in the nation by US News and World Report. The school has a broad research program with strengths in astrophysics, condensed matter, atomic, molecular, theoretical physics, optical physics, physics of living systems, nonlinear science and soft matter physics. The school is also a key player in interdisciplinary initiatives established within Georgia Tech, such as quantum systems, neuroscience, microbial dynamics, planetary sciences, and data science/machine learning. Its diverse student body comprises more than 150 graduate students (Ph.D and Masters) and over 270 undergraduate majors.

Location

Atlanta, GA

Job Summary

The School of Physics (https://physics.gatech.edu/) at the Georgia Institute of Technology in Atlanta, Georgia invites applications for a Postdoctoral Fellow position in Artificial Intelligence techniques to answer fundamental questions about our Universe. Candidates are expected to demonstrate an exceptional commitment to the teaching and mentoring of students.

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

Responsibilities

Prof. Aishik Ghosh's interdisciplinary research group designs Artificial Intelligence (AI) techniques to answer fundamental questions about our Universe. These questions are challenging on several fronts: theoretical calculations, data analysis, and experiment design.

On the mathematical side, the group designs neuro-symbolic techniques to automate theoretical physics calculations, integrating AI agents with physics software and high-performance computing (HPC). These include particle and gravitational physics.

On the data analysis side, the group designs novel statistical methods for particle physics and astrophysics that can directly take raw, high-dimensional data from experiments or observatories and rapidly infer theory parameters, such as Higgs boson properties at the Large Hadron Collider or neutron star properties from telescope data. The design of robust uncertainty quantification tools is a core component of this effort.

On the experiment design side, the group develops simulation and optimization algorithms for the next generation of particle physics experiments and also explores other ways AI can accelerate scientific discovery.

Position overview:

The group collaborates closely with computer scientists, astrophysicists and gravitational / black hole physicists, particle physicists (primarily in collider and neutrino domains) and statisticians at Georgia Tech, Berkeley National Lab, CERN and across the world. For further details, see https://profaishikghosh.github.io/.

The successful candidate will work on one of these research themes and should have relevant expertise.

For theory-focused projects, a strong background in group theory, quantum field theory (QFT), or gravity, as well as familiarity with relevant physics software, is recommended.

For statistical-inference-focused or experiment-design-focused projects, a strong background in statistics and/or particle physics is recommended.

The postdoc will also have the option to work within an experiment collaboration.

Required Qualifications

A Ph.D. in fundamental physics or a relevant field, such as mathematics, statistics, astrophysics, or computer science.

Essential Skills and Experience:

Demonstrated ability to conduct creative, high-impact research

Excellent written communication and presentation skills

Strong interest in collaborative, interdisciplinary work

Preferred Qualifications

Student Success Criteria

The ability to promote a welcoming educational/work environment

The ability to mentor and assist students interested in pursuing graduate education

The ability to engage students in experiential learning activities and pedagogy that support student success

The ability to engage in high-impact practices that support deep learning for student success

Required Documents to Attach

Applicants should submit a curriculum vitae, a statement of past research and future plans, and the names and contact information for three individuals who can provide letters of reference. Other materials (e.g. Teaching and mentorship statement) are optional but will be considered if submitted. Application materials should be submitted as .PDF files via CAREERS JOB OPENING 288982.

Contact Information

Requests for information may be directed to Prof. Aishik Ghosh at aishikghosh@gatech.edu

USG Core Values

The University System of Georgia is comprised of our 26 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at https://www.usg.edu/policymanual/section8/C224/#p8.2.18_personnel_conduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at https://www.usg.edu/policymanual/section6/C2653.

Equal Employment Opportunity

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The University is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and University policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.

Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of race, ethnicity, ancestry, color, religion, sex (including pregnancy), sexual orientation, gender identity, gender expression, national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. This prohibition applies to faculty, staff, students, and all other members of the Georgia Tech community, including affiliates, invitees, and guests. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

More information on these policies can be found here: https://www.usg.edu/policymanual/section6/c2714 Board of Regents Policy Manual | University System of Georgia (usg.edu).

Other Information

This is not a supervisory position.

This position does not have any financial responsibilities.

This position will not be required to drive.

This role is not considered a position of trust.

This position does not require a purchasing card (P-Card).

This position will not travel

This position does not require security clearance.

Background Check

The candidate of choice will be required to pass a pre-employment background screening. http://policylibrary.gatech.edu/employment/pre-employment-screening

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