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Publication

Mnemonic Tracing

Wazeer Zulfikar, Yasith Samaradivakara, Paul Pu Liang, and Pattie Maes. 2026. Mnemonic Tracing: Using Eye Gaze to Search for Visual Memories. In Extended Abstracts of the 2026 CHI Conference on Human Factors in Com- puting Systems (CHI EA ’26), April 13–17, 2026, Barcelona, Spain. ACM, New York, NY, USA, 10 pages.

Publication

Portable Somatic Wearable: AI-Assisted Reflection Through Gaze-Derived Somatic Markers

Saetbyeol LeeYouk, Sergio Mutis, Yuxiang Cheng, and Behnaz Farahi. 2026. Portable Somatic Wearable: AI-Assisted Reflection Through Gaze-Derived Somatic Markers. In Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA '26), April 13–17, 2026, Barcelona, Spain. ACM, New York, NY, USA. https://doi.org/10.1145/3772363.3799134

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Cry for AI: A Moss-Controlled AI Wearable for Resource-Aware Interaction

Saetbyeol LeeYouk, Yanchen Shen, Yuqiao Liao, and Behnaz Farahi. 2026. Cry for AI: A Moss-Controlled AI Wearable for Resource-Aware Interaction. In Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA ’26), April 13–17, 2026, Barcelona, Spain. ACM, New York, NY, USA, 5 pages. https://doi.org/10.1145/3772363.3799109

Publication

Designing an Affective Mobile Probe to Measure Smile Dynamics in Depression

Nelson Hidalgo Julia, Robert Lewis, Craig Ferguson, Joshua Angulo Lopez, Hahrin Jung, Rosalind Picard, Simon Goldberg, Raquel Tatar, Wendy S.-Y. Lau, Caroline Swords, Christine D. Wilson-Mendenhall, Gabriela Valdivia, Molly Schaefer, and Richard Davidson. 2026. Designing an Affective Mobile Probe to Measure Smile Dynamics in Depression. In Proceedings of the 2026 CHI Conference on Human Factors in

Publication

InSituWear: On-body Fabrication of Custom-fitWearable Structures using Melt-drawn PCL Filaments

CHI 2026 - Research Paper

Publication

A myoneural actuator with engineered biophysics for implantable biohybrid systems

Song, H., Herrera-Arcos, G., Friedman, G.N. et al. A myoneural actuator with engineered biophysics for implantable biohybrid systems. Nat Commun 17, 2584 (2026). https://doi.org/10.1038/s41467-026-70626-6

Publication

Neural Transparency: Mechanistic Interpretability Interfaces for Anticipating Model Behaviors for Personalized AI

Karny, S., Baez, A., & Pataranutaporn, P. (2026). Neural Transparency: Mechanistic Interpretability Interfaces for Anticipating Model Behaviors for Personalized AI. Proceedings of the 31st International Conference on Intelligent User Interfaces, 868–884. doi:10.1145/3742413.3789120

Publication

Electrofluidic fiber muscles

O. K. Afsar et al., "Electrofluidic fiber muscles." Sci. Robot. 11, eady6438 (2026). DOI: 10.1126/scirobotics.ady6438

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Mind Mapper: Modeling and Predicting Behavioral Patterns from Everyday Conversations with Wearable AI Systems and LLMs

Danry, V*., Billa, J. G.*, Samaradivakara, Y.*, Liang, P. P., Maes, P. (2026, March). Mind Mapper: Modeling and Predicting Behavioral Patterns from Everyday Conversations with Wearable AI Systems and LLMs. In Proceedings of the 31th International Conference on Intelligent User Interfaces.

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Simulating "Neural Integration" of Human and AI through Mechanistic Interpretability as Design Provocation

Publication

Do Robots Need Body Language? Comparing Communication Modalities for Legible Motion Intent in Human-Shared Spaces

Cohen, J. A., Shimizu, K., Song, A., Bharath, V., Maes, P., & Larson, K. (2026, March). Do Robots Need Body Language? Comparing Communication Modalities for Legible Motion Intent in Human-Shared Spaces. In Companion Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction (pp. 322-326).

Publication

Breaking the thermal limit of atmospheric water harvesting technologies

Shuvo, I.I., Flores-Hernandez, D.R., Smith, G. et al. Breaking the thermal limit of atmospheric water harvesting technologies. Nat. Rev. Clean Technol. (2026). https://doi.org/10.1038/s44359-026-00154-5

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Seeing Is Not Believing: Realistic AI Videos Disrupt Confidence in Authentic Videos and Perceived Reality

Wolf, E., Samaradivakara, Y., Gokhale, O., Ahmed, S., Wang, Y., Pataranutaporn, P., & Maes, P. (2026). Seeing Is Not Believing: Realistic AI Videos Disrupt Confidence in Authentic Videos and Perceived Reality. In Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA '26). ACM. https://doi.org/10.1145/3772363.3798358

Publication

Comparative assessment of women’s safety and mobility research methods in informal neighborhoods

Izquierdo, L., Nawyn, J. & Larson, K. "Comparative assessment of women’s safety and mobility research methods in informal neighborhoods." npj Urban Sustain (2026).

Publication

BirdWatch: Acoustic Drone Detection (winner of MIT's MERE research exhibition)

Publication

QMProt: A Comprehensive Dataset of Quantum Properties for Proteins

Coronas Sala, Laia, and Parfait Atchade-Adelomou. "QMProt: A Comprehensive Dataset of Quantum Properties for Proteins." Electronics 14.14 (2025): 2825.

Publication

NeuroSkill™: Proactive Real-Time Agentic System Capable of Modeling Human State of Mind

Nataliya Kosmyna, Eugene Hauptmann. (2026). NeuroSkill™: Proactive Real-Time Agentic System Capable of Modeling Human State of Mind (Version 0.0.1) [Software]. https://arxiv.org/abs/2603.03212

Publication

Non-invasive ovulation tracking enables genetic engineering in wild rodents

Buchthal, Joanna et al. "Non-invasive ovulation tracking enables genetic engineering in wild rodents." Cell Reports Methods, Volume 6, Issue 2, 101311

Publication

A subnational social vulnerability index for use in drought decision support systems

Islam, M. S., Kuwayama, Y., Entekhabi, D., Turner, K. M., Lu, C., Castillo, F. M., ... & Wood, D. (2026). A subnational social vulnerability index for use in drought decision support systems. Environmental Science & Policy, 178, 104349.

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The Challenges, Methods, and Opportunities of Understanding Informal Urbanism: A Case Study in Lomas del Centinela, Mexico

Rico, A., Izquierdo, L., Delgado, E. et al. The challenges, methods, and opportunities of understanding informal urbanism: a case study in Lomas del Centinela, Mexico. npj Urban Sustain 6, 35 (2026). https://doi.org/10.1038/s42949-026-00360-x

Publication

AI Agents for Kumbh Mela

Contributors: Kaustubh Dhavse, Chief Advisor to CM, Maharashtra; Dr. Praveen Gedam, Divisional Commissioner, Nashik; Shekhar Singh, Commissioner of Kumbh Mela, Nashik; Dr. Ramesh Raskar, MIT and Project Nanda; Dr. Rekha Singhal, Tata Consultancy Services; Mahesh Lambe, Project NANDA; Saurabh Sakalkar, Project NANDA; Ankur Shinde, Project NANDA; Gurusha Raskar, Project NANDA

Publication

Situation Graph Prediction: Structured Perspective Inference for User Modeling

Jisung Shin, Daniel Platnick, Marjan Alirezaie, and Hossein Rahnama

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Structured Personalization: Modeling Constraints as Matroids for Data-Minimal LLM Agents

Daniel Platnick, Marjan Alirezaie, Hossein Rahnama

Publication

The Hidden Plumbing of Stablecoins: Financial and Technological Risks in the GENIUS Act Era

Dan Aronoff and Neha Narula, et al. "The Hidden Plumbing of Stablecoins: Financial and Technological Risks in the GENIUS Act Era," Digital Currency Initiative, February 2026, https://dci.mit.edu/projects/hidden-plumbing-stablecoins

Publication

A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments

Manuel Cherep, Chengtian Ma, Abigail Xu, Maya Shaked, Pattie Maes, and Nikhil Singh. "A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments." International Conference on Learning Representations (ICLR)

Publication

Discovering and Steering Interpretable Concepts in Large Generative Music Models

Nikhil Singh*, Manuel Cherep*, and Pattie Maes "Discovering and Steering Interpretable Concepts in Large Generative Music Models." International Conference on Learning Representations (ICLR)

Publication

Ultrasound in Women's Health: Mechanisms, Applications, and Emerging Opportunities

Ornellas, S. B., Kizilaslan, B., Shah, A., Hou, J. F., Shin, Y., Moyers, A. H., Lozano, C., Dagdeviren, C.†, “Ultrasound in Women's Health: Mechanisms, Applications, and Emerging Opportunities”, Advanced Materials, 0:e20454, 2026. [“Women in Materials Science” Special Issue]

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Real-Time 3D Ultrasound Imaging with an Ultra-Sparse, Low Power Architecture

Marcus, C.*, Nayeem, M. O. G.*, Shah, A., Hou, J., Viswanath, S., Eusebio, M., Sadat, D., Chandrakasan, A. P., Ozmen, T., Dagdeviren, C.†, “Real-Time 3D Ultrasound Imaging with an Ultra-Sparse, Low Power Architecture”, Advanced Healthcare Materials, 0:e05310, 2026

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WHx: Transforming Women’s Health—2025 Donor Report

Publication

What if eye...? Computationally recreating vision evolution

Kushagra Tiwary et al. ,What if eye...? Computationally recreating vision evolution. Sci. Adv. 11, eady2888 (2025). DOI:10.1126/sciadv.ady2888

Publication

Human Implementation of Upper-Extremity Amputation Incorporating Agonist-Antagonist Myoneural Interface (AMI) Construction

Carty, Matthew J.; Fernandez, Michael F.; Sullivan, Corey L.; Chiao, Rachael; Berger, Lori; Sparling, Tawnee L.; Souza, Jason M.; Potter, Benjamin K.; Beltran, Luis; Herr, Hugh M. Human Implementation of Upper-Extremity Amputation Incorporating Agonist-Antagonist Myoneural Interface (AMI) Construction. Plastic and Reconstructive Surgery, December 12, 2025. | DOI: 10.1097/PRS.0000000000012642

Publication

Uniting Under the Eclipse: A Mega-Collaboration to Activate Science Learning Across the Penumbra and Beyond

Chambers, L., Connolly, R., Kirk, M. S., Fischer, H., Aranda, A., Bowden, M. L., Cass, M., Cominsky, L. R., Czajkowski, K. P., Edson, L. B., Gardner-Vandy, K., Higdon, R., Holland, A., Keller, J. M., Kohl, H., Leavell, C., MacDonald, E., McCarthy, C., Mead, C., … White, V. (2025). Uniting Under the Eclipse: A Mega-Collaboration to Activate Science Learning Across the Penumbra and Beyond. Bulletin

Publication

Understanding demand for shared autonomous micro-mobility

Sanchez, N. C., & Larson, K. (2025). Understanding demand for shared autonomous micro-mobility. Transportation Research Part D: Transport and Environment, 149, 105018.

Publication

Gaze to the Stars: AI, Storytelling and Public Art

Poster NeurIPS Creative AI Track 2025

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Gaze to the Stars: Reclaiming Public Space Through Participatory Storytelling

Proceedings of the Media Architecture Biennale 2025 (MAB 25), Bangkok, Thailand — accepted for publication.

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A(I)nimism: Re-enchanting the World Through AI-Mediated Object Interaction

Thasin, M., Baradari, D., Mykhaylychenko, D., & Mhungu, C. (2025, November 9). A(I)nimism: Re-enchanting the World Through AI-Mediated Object Interaction. The Thirty-Ninth Annual Conference on Neural Information Processing Systems Creative AI Track: Humanity.

Publication

Behavioral Systems Require Behavioral Tests

Manuel Cherep*, Nikhil Singh*, and Pattie Maes. "Behavioral Systems Require Behavioral Tests." NeurIPS Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning (LAW)

Publication

Understanding demand for shared autonomous micro-mobility

Naroa Coretti Sanchez, Kent Larson, Understanding demand for shared autonomous micro-mobility, Transportation Research Part D: Transport and Environment, Volume 149, 2025, 105018, ISSN 1361-9209

Publication

Gaze to the Stars: AI and Public Art from Personal Affect and Collective Empathy

Paper NeurIPS Creative AI Track 2025

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Simulating human well-being with large language models: Systematic validation and misestimation across 64,000 individuals from 64 countries

P. Pataranutaporn, N. Powdthavee, C. Archiwaranguprok, & P. Maes, Simulating human well-being with large language models: Systematic validation and misestimation across 64,000 individuals from 64 countries, Proc. Natl. Acad. Sci. U.S.A. 122 (48) e2519394122, https://doi.org/10.1073/pnas.2519394122 (2025).

Publication

Scalable and Low Power Localization for Underwater Robots

Sayed Saad Afzal, Jack Rademacher, Weitung Chen, Purui Wang, and Fadel Adib. 2025. Scalable and Low Power Localization for Underwater Robots. In Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (ACM MOBICOM '25). Association for Computing Machinery, New York, NY, USA, 1075–1090. https://doi.org/10.1145/3680207.3765265

Publication

High-efficiency atmospheric water harvesting enabled by ultrasonic extraction (by Ikra Shuvo)

Shuvo, I.I., Díaz-Marín, C.D., Christen, M. et al. High-efficiency atmospheric water harvesting enabled by ultrasonic extraction. Nat Commun 16, 9947 (2025). https://doi.org/10.1038/s41467-025-65586-2

Publication

Systemic Justice Capstone Project: Enabling Students to Mitigate Systemic Oppression Through Data Activism

Raechel Wallker. 2023. Systemic Justice Capstone Project: Enabling Students to Mitigate Systemic Oppression Through Data Activism. In Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2 (SIGCSE 2023). Association for Computing Machinery, New York, NY, USA, 1237. https://doi.org/10.1145/3545947.3573293

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Yufeng Zhao in Urban Surfaces Research Network Vol. 5

Andron, Sabina, Tom Ward, and Konstantinos Avramidis. "Urban Surfaces Research Network Vol. 5". 13 Nov. 2025. Web. 13 Nov. 2025.

Publication

Classifying Phonotrauma Severity from Vocal Fold Images with Soft Ordinal Regression

Matton, Katie & Balaji, Purvaja & Ghasemzadeh, Hamzeh & Cooper, Jameson & Mehta, Daryush & Van Stan, Jarrad & Hillman, Robert & Picard, Rosalind & Guttag, John & Abulnaga, Mazdak. (2025). Classifying Phonotrauma Severity from Vocal Fold Images with Soft Ordinal Regression. 10.48550/arXiv.2511.09702.

Publication

Evaluating Amazon Effects and the Limited Impact of COVID-19 With Purchases Crowdsourced from US Consumers

Berke A, Calacci D, Pentland A, Larson K (2025) Evaluating Amazon effects and the limited impact of COVID-19 with purchases crowdsourced from US consumers. PLoS One 20(11): e0336571. https://doi.org/10.1371/journal.pone.0336571

Publication

A nonsurgical brain implant enabled through a cell–electronics hybrid for focal neuromodulation

S. Yadav, R.X. Lee, S.N. Kajale, B.C. Joy, M. Saha, P. Patel, L. Bull, S. Cao, S. Mitragotri, D. Bono, D. Sarkar. A nonsurgical brain implant enabled through a cell–electronics hybrid for focal neuromodulation. Nature Biotechnology (2025).

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When One Modality Sabotages the Others: A Diagnostic Lens on Multimodal Reasoning

Zhang, C., Kim, M., Ghorbani, S., Wu, J., Picard, R., Maes, P., & Liang, P. P. (2025). When One Modality Sabotages the Others: A Diagnostic Lens on Multimodal Reasoning. arXiv preprint arXiv:2511.02794.

Publication

Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain

Hu, Kai, Parfait Atchade-Adelomou, Carlo Adornetto, Adrian Mora-Carrero, Luis Alonso-Pastor, Ariel Noyman, Yubo Liu, and Kent Larson. "Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain." arXiv preprint arXiv:2508.16172 (2025).

Publication

Temporal fingerprints for identity matching across fully encrypted domains

Somin, S., Erhardt, K., Cohen, T. et al. Temporal fingerprints for identity matching across fully encrypted domains. Nat Commun 16, 9488 (2025). https://doi.org/10.1038/s41467-025-64785-1

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Personalized Animations for Affective Feedback: Generative AI Helps to Visualize Skin Conductance

Jocelyn Scheirer, Rosalind Picard, and Aubrey Cantrell. 2025. Personalized Animations for Affective Feedback: Generative AI Helps to Visualize Skin Conductance. In Proceedings of the 3rd International Workshop on Multimodal and Responsible Affective Computing (MRAC '25). Association for Computing Machinery, New York, NY, USA, 146–151. https://doi.org/10.1145/3746270.3760237

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Archaeology of Self: Reflexivity in Data Activism to Address Systemic Injustices

Raechel Dionne Walker, Brady Cruse, Aisha Cora, Kantwon Rogers, Catherine D’Ignazio, Gretchen Brion-Meisels, and Cynthia Breazeal. 2025. Archaeology of Self: Reflexivity in Data Activism to Address Systemic Injustices. In Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO’25), November 05–07, 2025, Pittsburgh, PA, USA. ACM, New York, NY, USA, 14 pages. https://doi.org/10.1145/375

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The Community Carbon Impact: Engaging Visitors in Urban Sustainability

Leticia Izquierdo, Gabriela Bìlá, Maitane Iruretagoyena, and Kent Larson. 2025. The Community Carbon Impact: Engaging Visitors in Urban Sustainability. interactions 32, 6 (November - December 2025), 12–15. https://doi.org/10.1145/3769006

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Associations Between Circadian Sleep Alignment, Sleep Regularity, and Well-Being: Evidence from Wearable Data

*Senthil, S., *Fedor, S., Zhang, B., Nathan, V., Stickgold, R., Picard, R. W., Associations Between Circadian Sleep Alignment, Sleep Regularity, and Wellbeing: Evidence from Wearable Data, In *Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI’25), Atlanta, GA, USA