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The Simons Foundation Targeted Grants in Mathematics and Physical Sciences (MPS) support high-risk projects of exceptional promise and scientific importance on a case-by-case basis, with typical grants providing funding for up to five years. The program area explicitly includes Mathematics of Deep Learning, making it directly relevant to theoretical AI research.
The MPS division funds theoretical mathematics, theoretical physics, and theoretical computer science, with the Mathematics of Deep Learning track supporting research into the mathematical foundations underlying modern AI systems including optimization theory, generalization bounds, neural network expressivity, and statistical learning theory.
This is one of the few major foundation programs specifically funding the mathematical underpinnings of AI and deep learning. The Simons Foundation, endowed by Jim Simons (founder of Renaissance Technologies), is one of the largest private funders of basic science research. Applications are reviewed on a rolling basis with a deadline of July 1, 2026 for the current cycle.
The foundation values novel mathematical approaches that could fundamentally advance our understanding of how and why deep learning works.
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Search similar grants →Based on current listing details, eligibility includes: Researchers at universities and research institutions worldwide. Principal investigators must have a track record of significant research contributions. Projects must focus on theoretical mathematics, physics, or computer science with clear scientific merit. The foundation does not fund applied product development. Applicants should confirm final requirements in the official notice before submission.
Current published award information indicates Multi-year grants with funding for up to five years. Award amounts vary by project scope. Typical grants provide $100,000 to $500,000 per year for multi-year research programs. Total awards can reach $1,000,000 to $2,500,000 over the grant period. Always verify allowable costs, matching requirements, and funding caps directly in the sponsor documentation.
The current target date is July 1, 2026. Build your timeline backwards from this date to cover registrations, approvals, attachments, and final submission checks.
Federal grant success rates typically range from 10-30%, varying by agency and program. Build a strong proposal with clear objectives, measurable outcomes, and a well-justified budget to improve your chances.
Requirements vary by sponsor, but typically include a project narrative, budget justification, organizational capability statement, and key personnel CVs. Check the official notice for the complete list of required attachments.
Yes — AI tools like Granted can help research funders, draft proposal sections, and check compliance. However, always review and customize AI-generated content to reflect your organization's unique strengths and the specific requirements of the solicitation.
Review timelines vary by funder. Federal agencies typically take 3-6 months from submission to award notification. Foundation grants may be faster, often 1-3 months. Check the program's timeline in the official solicitation for specific dates.
Many federal programs offer multi-year funding or allow competitive renewals. Check the official solicitation for continuation and renewal policies. Non-competing continuation applications are common for multi-year awards.
Targeted Grants to Institutes is sponsored by Simons Foundation. This program supports established institutes or centers in the mathematics and physical sciences through funding to help strengthen contacts within the international scientific community, enabling them to extend and enhance their missions. It is not intended for primary support of operating or establishing an institute.
Simons Dissertation Fellowship in Mathematics is sponsored by Simons Foundation Inc.. This program provides research support to excellent graduate students in the final years of their Ph.D. studies in the United States. It honors the late founder Jim Simons and his commitment to supporting the field of mathematics. Geographic focus: United States Focus areas: Mathematics, Physical Sciences
The Kavli Foundation sponsors an AI-for-Science Postdoctoral Fellowship through FutureHouse's Independent Postdoctoral Fellowship program, supporting one fellow per cohort to pursue an independent, AI-enabled research project in neuroscience. The fellowship provides a $125,000 annual stipend plus comprehensive benefits, travel allowance for conferences, dedicated software engineering support for building AI research tools, access to advanced computational resources (GPU clusters and cloud computing), and wet lab access for experimental validation. Fellows work in collaboration with an advisor or co-advisor who is a member of a Kavli Institute, pursuing bold, curiosity-driven projects in neuroscience ranging from molecular and cellular mechanisms to systems-level understanding of the brain. The fellowship begins September 2026 and runs for one year with a possible one-year extension. Research areas include AI-driven analysis of brain imaging data, machine learning for neural circuit mapping, computational neuroscience models, AI tools for analyzing large-scale neural recordings, and deep learning applied to connectomics and brain-computer interfaces.
Healthy School Awards Program is sponsored by Blue Cross & Blue Shield Of Mississippi Foundation. Recognizes and rewards public K-12 schools in Mississippi that encourage healthy lifestyle behaviors and implement exemplary school health and wellness initiatives. Awards are given in categories based on school enrollment size, with one school designated as the Healthiest School in Mississippi. Geographic focus: Mississippi Focus areas: Healthy Eating, Physical Activity, Staff Wellness, Tobacco-Free Lifestyles