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Flatiron Institute

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Namestring
Flatiron Institute
Legal namestring
Flatiron Institute
Company typeenum
Private
Founded yearint
2016
Descriptiontext

Flatiron Institute, founded in 2016 and headquartered in New York, is a private computational research division of the Simons Foundation. The Institute conducts fundamental research in basic science and mathematics through advanced computational methods, operating five wholly owned research centers: the Center for Computational Astrophysics (CCA), Center for Computational Biology (CCB), Center for Computational Mathematics (CCM), Center for Computational Neuroscience (CCN), and Center for Computational Quantum Physics (CCQ). These centers are supported by a shared Scientific Computing Core that provides centralized infrastructure and technical support, and have been extended by the Initiative for Computational Catalysis, a wholly owned research entity focused on computational catalysis. Governance within the broader Simons Foundation is led by Marilyn Hawrys Simons (Chair) and David Spergel (President).

The Institute's underlying technology spans advanced computational methods including tensor networks, belief propagation algorithms, machine learning, and high-performance computing applied across its research domains. A notable proprietary development is the BP-TNS algorithm, which combines tensor network compression with belief propagation to enable quantum-comparable simulation results on classical hardware, including standard laptops for simpler cases. The Institute also develops research software tools distributed as open-source libraries for the scientific community, including the Spyglass Framework for multimodal neuroscience data ingestion, analysis, and visualization developed in collaboration with the Frank Lab at UCSF. Cross-cutting research themes include genomics, cosmology, exoplanet science, gravitational wave astronomy, neural circuit analysis, NeuroAI, and quantum materials. The Institute additionally operates the Simons Award Manager (SAM), a grants management portal for the parent foundation.

Flatiron Institute's business model is philanthropic rather than commercial. The Institute is wholly funded by the Simons Foundation's endowment and grantmaking activities, with a related entity, Simons Foundation International, Ltd. (Bermuda), referenced as a possible co-funder for certain grants. The Institute does not charge for its research outputs or services and does not generate commercial revenue. Distribution occurs through open scientific publications, preprints, research software repositories, conference presentations, and collaborations with academic institutions. Its primary user segment is the academic research community, served through publications, open-source software tools, and collaborative research distributed globally across mathematics, physical sciences, life sciences, and neuroscience.

Short descriptiontext

Flatiron Institute is a private computational research division of the Simons Foundation operating five interdisciplinary research centers that advance basic science through advanced simulation, machine learning, and high-performance computing for the academic research community.

Operating statusenum
Operating
Ownership categoryenum
akta.pro rankint
HeadquartersNew York, United States
HQ citystring
New York
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Keyword5 values
computational research, scientific simulation, high-performance computing, machine learning research, basic science research
Industry4 codes
1Science, Technology & Innovation Administration (National R&D Policy)
CodeBPAIAAAKPrimaryYes
2Quantum Education, Workforce Development & Academic Centers
CodeHDAGAMAMPrimaryNo
3Biomedical Sciences & Medical Research Institutes (University-Based)
CodeEDAHAGAIPrimaryNo
4Comprehensive Doctoral Research Universities (Multi-Disciplinary)
CodeEDAHABAAPrimaryNo
NAICS code3 codes
  • Research and Development in the Physical, Engineering, and Life Sciences54171
  • Research and Development in Biotechnology (except Nanobiotechnology)541714
  • Scientific Research and Development Services5417
SIC code1 code
  • Services-Commercial Physical & Biological Research8731
Product category
Computational Scientific Research
Social media profiles1 record
Marketing channels3 records

Each record includes

Title, Type, Stage, Description, Source

Cost components4 values
Personnel, Technology or R&D, Infrastructure, Operations
GTM typeB2B
B2B
Offering typeServices
Services
Core offering1 text field

The Flatiron Institute conducts fundamental computational research in basic science and mathematics through five specialized research centers (Astrophysics, Biology, Mathematics, Neuroscience, and Quantum Physics) backed by a shared Scientific Computing Core. It develops and releases open-source scientific software, algorithms, and simulation methodologies that enable breakthroughs across its research domains. The Institute does not sell commercial products; its work is delivered as research outputs, software tools, and scientific publications.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 value
  • Achieved simulation results comparable to or better than D-Wave quantum computer for spin glass problems using classical hardware
Product overview1 text field

The Flatiron Institute is a research organization comprising five computational science centers and a shared core computing facility, focused on advancing basic science through computational methods. The centers develop specialized research software and tools for astrophysics, biology, mathematics, neuroscience, and quantum physics. The Institute does not offer commercial products; its offerings consist of research software libraries, computational tools, and the Simons Award Manager (SAM) grants management portal for the Simons Foundation.

Product and service6 records
1Center for Computational Astrophysics (CCA)
CategoryResearch Center / Program
2Center for Computational Biology (CCB)
CategoryResearch Center / Program
3Center for Computational Mathematics (CCM)
CategoryResearch Center / Program
4Center for Computational Neuroscience (CCN)
CategoryResearch Center / Program
5Center for Computational Quantum Physics (CCQ)
CategoryResearch Center / Program
6Scientific Computing Core
CategoryResearch Infrastructure
Scale indicator1 record

Each record includes

Type, Value, Description, Source

Recent move4 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight4 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Seattle-based nonprofit brain research institute funded by the Paul G. Allen estate. Directly comparable because it conducts large-scale computational neuroscience and produces open-source scientific tools and datasets, mirroring Flatiron's CCN center model.

TypeDirect peer
Description

Private nonprofit research institution focused on cancer biology, neuroscience, and genomics. Directly comparable because it conducts computationally intensive biological research and distributes widely adopted open-source tools — mirroring Flatiron's CCB operations.

TypeDirect peer
Description

Private interdisciplinary research institute focused on complex systems science. Direct peer because it conducts computational research spanning biology, physics, mathematics, and computation, paralleling Flatiron's cross-disciplinary structure.

TypeBroad incumbent
Description

Network of basic-science research institutes hosted at major universities. Comparable as an established, well-funded private philanthropic network advancing frontier research in physics, neuroscience, and astrophysics — areas where Flatiron's centers operate.

TypeDirect peer
Description

Private theoretical physics research institute in Canada. Direct peer because, like Flatiron, it conducts advanced computational and theoretical research in basic science with stable philanthropic funding, no tuition or commercial product revenue.

TypeDirect peer
Description

Biomedical and genomic research institute jointly affiliated with MIT and Harvard. Direct peer because it applies computational methods at scale to biology and genomic data, sharing Flatiron's CCB focus on computational biology, biophysics, and genomics.

TypeBroad incumbent
Description

Historic private research institution in Princeton supporting unconstrained basic research in mathematics, natural sciences, and historical studies. Comparable as a broader, more established private basic-science research body operating on endowment funding.

TypeRegional player
Description

UK-based genomic and computational biology research institute funded by the Wellcome Trust. Comparable because it operates a center-based model with large-scale computational biology research, but is regionally focused on the UK rather than the US.

TypeDirect peer
Description

HHMI's dedicated basic-research campus for neuroscience and imaging. Directly comparable because it operates as a privately-funded research campus producing open computational tools and methods, similar to Flatiron's center-based operating model.

TypeOthers
Description

Philanthropic science program funding biomedical research and open-source computational tools (including the napari platform). Comparable as a private philanthropic funder of computational biology and open science, but operates primarily through grants rather than in-house research centers.

Market position
Strengths5 records

Each record includes

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Weaknesses5 records

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Competitive moat4 records

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Type, Details

Key risks5 records

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Key highlights5 records

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Classification, Details

Segment1 record

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Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile1 record

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI maturity
App detail

Has app

Feature1 record

Each record includes

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Profiles2 records

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Subsidiaries7 records

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Funding stage, Last funding date, Total funding USD

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Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

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Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

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Name, Round, Announced date, Lead investor, Website, News

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Flatiron Institute

Computational Scientific Researchsimonsfoundation.org

Flatiron Institute is a private computational research division of the Simons Foundation operating five interdisciplinary research centers that advance basic science through advanced simulation, machine learning, and high-performance computing for the academic research community.

What Flatiron Institute does

Flatiron Institute, founded in 2016 and headquartered in New York, is a private computational research division of the Simons Foundation. The Institute conducts fundamental research in basic science and mathematics through advanced computational methods, operating five wholly owned research centers: the Center for Computational Astrophysics (CCA), Center for Computational Biology (CCB), Center for Computational Mathematics (CCM), Center for Computational Neuroscience (CCN), and Center for Computational Quantum Physics (CCQ). These centers are supported by a shared Scientific Computing Core that provides centralized infrastructure and technical support, and have been extended by the Initiative for Computational Catalysis, a wholly owned research entity focused on computational catalysis. Governance within the broader Simons Foundation is led by Marilyn Hawrys Simons (Chair) and David Spergel (President).

The Institute's underlying technology spans advanced computational methods including tensor networks, belief propagation algorithms, machine learning, and high-performance computing applied across its research domains. A notable proprietary development is the BP-TNS algorithm, which combines tensor network compression with belief propagation to enable quantum-comparable simulation results on classical hardware, including standard laptops for simpler cases. The Institute also develops research software tools distributed as open-source libraries for the scientific community, including the Spyglass Framework for multimodal neuroscience data ingestion, analysis, and visualization developed in collaboration with the Frank Lab at UCSF. Cross-cutting research themes include genomics, cosmology, exoplanet science, gravitational wave astronomy, neural circuit analysis, NeuroAI, and quantum materials. The Institute additionally operates the Simons Award Manager (SAM), a grants management portal for the parent foundation.

Flatiron Institute's business model is philanthropic rather than commercial. The Institute is wholly funded by the Simons Foundation's endowment and grantmaking activities, with a related entity, Simons Foundation International, Ltd. (Bermuda), referenced as a possible co-funder for certain grants. The Institute does not charge for its research outputs or services and does not generate commercial revenue. Distribution occurs through open scientific publications, preprints, research software repositories, conference presentations, and collaborations with academic institutions. Its primary user segment is the academic research community, served through publications, open-source software tools, and collaborative research distributed globally across mathematics, physical sciences, life sciences, and neuroscience.

Flatiron Institute firmographics

Firmographics
Name
Flatiron Institute
Legal name
Flatiron Institute
Website
https://simonsfoundation.org
Company type
Private
Founded year
2016
Operating status
Operating
Short description
Flatiron Institute is a private computational research division of the Simons Foundation operating five interdisciplinary research centers that advance basic science through advanced simulation, machine learning, and high-performance computing for the academic research community.
Ownership category
akta.pro rank

Flatiron Institute industry classification

Industry
Product category
Computational Scientific Research
NAICS
Research and Development in the Physical, Engineering, and Life Sciences (54171), Research and Development in Biotechnology (except Nanobiotechnology) (541714), Scientific Research and Development Services (5417)
SIC
Services-Commercial Physical & Biological Research (8731)
akta.pro primary industry
Science, Technology & Innovation Administration (National R&D Policy) (BPAIAAAK)
akta.pro secondary industries
Quantum Education, Workforce Development & Academic Centers (HDAGAMAM), Biomedical Sciences & Medical Research Institutes (University-Based) (EDAHAGAI), Comprehensive Doctoral Research Universities (Multi-Disciplinary) (EDAHABAA)

Keywords

  • Computational research
  • Scientific simulation
  • High-performance computing
  • Machine learning research
  • Basic science research

Where Flatiron Institute is headquartered

Location

Headquarters

HQ city
New York
HQ country
United States
HQ region
North America

Markets served

Flatiron Institute business model

Business model
GTM type
B2B
Offering type
Services
Cost components
Personnel, Technology or R&D, Infrastructure, Operations

Marketing channels3 records

Flatiron Institute product offering

Product offering

Core offering

The Flatiron Institute conducts fundamental computational research in basic science and mathematics through five specialized research centers (Astrophysics, Biology, Mathematics, Neuroscience, and Quantum Physics) backed by a shared Scientific Computing Core. It develops and releases open-source scientific software, algorithms, and simulation methodologies that enable breakthroughs across its research domains. The Institute does not sell commercial products; its work is delivered as research outputs, software tools, and scientific publications.

Product overview

The Flatiron Institute is a research organization comprising five computational science centers and a shared core computing facility, focused on advancing basic science through computational methods. The centers develop specialized research software and tools for astrophysics, biology, mathematics, neuroscience, and quantum physics. The Institute does not offer commercial products; its offerings consist of research software libraries, computational tools, and the Simons Award Manager (SAM) grants management portal for the Simons Foundation.

Differentiator

Problem solved

Functional benefit

Products and services

  • Center for Computational Astrophysics (CCA)
  • Center for Computational Biology (CCB)
  • Center for Computational Mathematics (CCM)
  • Center for Computational Neuroscience (CCN)
  • Center for Computational Quantum Physics (CCQ)
  • Scientific Computing Core

Quantifiable outcome

  • Achieved simulation results comparable to or better than D-Wave quantum computer for spin glass problems using classical hardware

Companies that use Flatiron Institute

Customer profile

Segments1 record

Ideal customer profiles1 record

Flatiron Institute technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Feature1 record

Flatiron Institute partnerships and signals

Strategic signal

Scale indicators1 record

Recent moves4 records

Expansion highlights4 records

Flatiron Institute competitors and assessment

Company assessment

Direct peers

  • Allen Institute for Brain Science: Seattle-based nonprofit brain research institute funded by the Paul G. Allen estate. Directly comparable because it conducts large-scale computational neuroscience and produces open-source scientific tools and datasets, mirroring Flatiron's CCN center model.
  • Cold Spring Harbor Laboratory: Private nonprofit research institution focused on cancer biology, neuroscience, and genomics. Directly comparable because it conducts computationally intensive biological research and distributes widely adopted open-source tools — mirroring Flatiron's CCB operations.
  • Santa Fe Institute: Private interdisciplinary research institute focused on complex systems science. Direct peer because it conducts computational research spanning biology, physics, mathematics, and computation, paralleling Flatiron's cross-disciplinary structure.
  • Perimeter Institute for Theoretical Physics: Private theoretical physics research institute in Canada. Direct peer because, like Flatiron, it conducts advanced computational and theoretical research in basic science with stable philanthropic funding, no tuition or commercial product revenue.
  • Broad Institute of MIT and Harvard: Biomedical and genomic research institute jointly affiliated with MIT and Harvard. Direct peer because it applies computational methods at scale to biology and genomic data, sharing Flatiron's CCB focus on computational biology, biophysics, and genomics.
  • Howard Hughes Medical Institute Janelia Research Campus: HHMI's dedicated basic-research campus for neuroscience and imaging. Directly comparable because it operates as a privately-funded research campus producing open computational tools and methods, similar to Flatiron's center-based operating model.

Broad incumbents

  • Kavli Foundation Institutes: Network of basic-science research institutes hosted at major universities. Comparable as an established, well-funded private philanthropic network advancing frontier research in physics, neuroscience, and astrophysics — areas where Flatiron's centers operate.
  • Institute for Advanced Study: Historic private research institution in Princeton supporting unconstrained basic research in mathematics, natural sciences, and historical studies. Comparable as a broader, more established private basic-science research body operating on endowment funding.

Regional players

  • Wellcome Sanger Institute: UK-based genomic and computational biology research institute funded by the Wellcome Trust. Comparable because it operates a center-based model with large-scale computational biology research, but is regionally focused on the UK rather than the US.

Others

  • Chan Zuckerberg Initiative Science (CZ Science): Philanthropic science program funding biomedical research and open-source computational tools (including the napari platform). Comparable as a private philanthropic funder of computational biology and open science, but operates primarily through grants rather than in-house research centers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks5 records

Key highlights5 records

Customer concentration

Flatiron Institute social profiles

Digital presence

Flatiron Institute financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Flatiron Institute leadership team

Management profile

Number of profiles

Profiles2 records

Flatiron Institute subsidiaries and ownership

Company hierarchy

Subsidiaries7 records

Flatiron Institute funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Flatiron Institute M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Flatiron Institute

What does Flatiron Institute do?

The Flatiron Institute conducts fundamental computational research in basic science and mathematics through five specialized research centers (Astrophysics, Biology, Mathematics, Neuroscience, and Quantum Physics) backed by a shared Scientific Computing Core. It develops and releases open-source scientific software, algorithms, and simulation methodologies that enable breakthroughs across its research domains. The Institute does not sell commercial products; its work is delivered as research outputs, software tools, and scientific publications.

Is Flatiron Institute a public or private company?

Flatiron Institute is a private company. It is classified as nonprofit foundation owned and is currently operating.

When was Flatiron Institute founded?

Flatiron Institute was founded in 2016.

Where is Flatiron Institute based?

Flatiron Institute is headquartered in New York, United States, in the North America region.

Who are Flatiron Institute's main competitors?

Direct peers on record are Allen Institute for Brain Science, Cold Spring Harbor Laboratory, Santa Fe Institute, Perimeter Institute for Theoretical Physics, Broad Institute of MIT and Harvard and Howard Hughes Medical Institute Janelia Research Campus. Broad incumbents are Kavli Foundation Institutes and Institute for Advanced Study. Wellcome Sanger Institute is listed as a regional player. Chan Zuckerberg Initiative Science (CZ Science) is listed as an others.

Does Flatiron Institute have an API?

No public API is recorded for Flatiron Institute.

What industry is Flatiron Institute in?

Flatiron Institute's product category is Computational Scientific Research. Its primary akta.pro industry code is BPAIAAAK, Science, Technology & Innovation Administration (National R&D Policy), with a secondary code of HDAGAMAM, Quantum Education, Workforce Development & Academic Centers. Its NAICS code is 54171 and its SIC code is 8731.

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Live signals
Quantum ZeitgeistResearchers Classify All Complex Hadamard Matrices of Order SixResearchers at Yale and the Flatiron Institute fully classified all complex Hadamard matrices of order six, the first dimension where multiple continuous families coexist with an isolated solution. The classification resolves a long-standing problem in quantum information theory and provides a basis for future quantum measurement and optical device designs.ScienceAlertScientists Solved an 'Impossible' Quantum Puzzle With a Personal ComputerResearchers from the Flatiron Institute in the US have solved a complex quantum physics problem—simulating spin glasses—using classical computing methods with new compression algorithms, achieving results comparable to or better than those from a D-Wave quantum computer. The key innovation involves tensor networks combined with belief propagation algorithms that efficiently compress mathematical calculations, allowing simulations to run on standard hardware including laptops for simpler cases. The study demonstrates that classical computers can still compete with quantum computers on certain complex problems, offering a complementary tool for quantum computing research.ZawyaKhalifa University explores computational research collaboration with Simons Foundation in the U.S.Khalifa University announced it is exploring computational research collaboration with the Simons Foundation in New York, focusing on AI, energy, health, quantum, and space sciences. The delegation, led by President Ebrahim Al Hajri, met with Simons Foundation officials to discuss grand challenge research programs. The university aims to support UAE's knowledge-based economy through these partnerships.Simons FoundationBiological Brains Inspire a New Building Block for Artificial Neural NetworksComputational neuroscientists at the Simons Foundation's Flatiron Institute in New York City have developed a new type of computational unit called rectified spectral units (ReSUs), designed to make artificial neural networks more similar to biological brains in their operation and efficiency. The research, presented at the AAAI conference in Singapore on January 23, showed that ReSU-based networks are self-supervised, learn from changing data without requiring error backpropagation, and successfully demonstrated learned features resembling the fruit fly visual system in proof-of-concept testing. If scaled up, the approach could enable AI systems to perform complex tasks using more brain-like rules with potential applications in scenarios lacking labeled data.Simons FoundationAdrian Bayer: Unveiling the Universe’s Origins and Current State by Modeling Its Many FacesAdrian Bayer, a Flatiron Institute research fellow, uses data science and machine learning to study galaxy formation and the cosmic microwave background. He co-leads the Simons Observatory's Sky Modeling group and developed an AI tool called Denario for scientific idea generation. The Simons Foundation provides computing infrastructure and collaborative culture to support his work.Quantum ZeitgeistQuantumsavory Achieves Unified Simulation, Enabling Rapid Accuracy-Performance Tradeoffs for Computing and NetworkingResearchers from the NSF-ERC Center for Quantum Networks at The University of Arizona, in collaboration with the Flatiron Institute and the University of Massachusetts Amherst, have developed QuantumSavory, a unified simulation toolkit for quantum computing and networking. The framework separates symbolic system descriptions from numerical simulation methods, enabling rapid exploration of accuracy-performance tradeoffs and supporting complex protocols like quantum key distribution and error correction. This tool aims to accelerate the design, testing, and optimization of full-stack quantum systems by providing modular, reusable libraries and flexible backends.Simons FoundationMysterious ‘Impossible’ Merger of Two Massive Black Holes ExplainedAstrophysicists from the Flatiron Institute's Center for Computational Astrophysics have used comprehensive computer simulations to explain how two unprecedentedly massive black holes (GW231123) formed and collided 7 billion light-years away. The researchers found that magnetic fields are the missing factor that allows black holes to form within a mass range previously considered impossible, ejecting stellar material through disk outflows at nearly the speed of light. The collision was originally detected in 2023 by the LIGO-Virgo-KAGRA collaboration, whose gravitational wave detectors observed the fastest-spinning black holes ever recorded.ThetransmitterFour autism subtypes map onto distinct genes, traitsA study led by researchers at Princeton University and the Flatiron Institute identified four distinct autism subtypes linked to specific genetic signatures, based on analysis of 5,392 children from the SPARK dataset. The research connects these genetic variations to differing developmental timelines and clinical presentations, such as early delays versus later-onset social challenges. This finding supports the concept of 'many autisms' and suggests potential for more tailored future diagnoses and support strategies.Simons FoundationWatch: 6 Science Short Films Created by Flatiron Institute Researchers and FilmmakersSix short films created through the Symbiosis program, which pairs scientists with filmmakers at the Simons Foundation’s Flatiron Institute, are now available to stream. The project involved a two-week production sprint in New York City where researchers and artists collaborated to visualize complex scientific concepts such as gravitational waves and molecular biology.Simons FoundationCitizen Scientists Help Discover Record-Breaking Exoplanet in Binary Star SystemCitizen scientists and Flatiron Institute astronomers discovered TOI 4633 c, a Neptune-like exoplanet in the habitable zone of a binary star system. The planet has a 272-day orbit, the second-longest found by TESS, and the system may host another planet. The discovery aids understanding of planet formation in multi-star systems.