Leuteri C., D., Stober, K.J., Wood, D., and Colombo, C., "Modelling and Simulation of In-Orbit Centrifugal Casting of a Paraffin Wax Grain Inside a 3U CubeSat," AIAA Propulsion and Energy Forum, August 2021

Stober, K.J., Apodaca M., M.R., Sánchez, A., Kamath, A., Owens-Flores, G., Rupasinghe, D., Hernández L., A.E., Ngetich, G.C., and Wood, D., "Optical and Thermochemical Analysis for Paraffin and Beeswax Centrifugal Casting," AIAA Propulsion and Energy Forum, August 2021

Robert Lewis, Yuanbo Liu, Matthew Groh and Rosalind Picard, "Habit Formation Dynamics: Finding Factors Associated with Building Strong Mindfulness Habits" Paper accepted at HCI International 2021, publication pending

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Spaulding, S., Shen, J., Park, H. W., & Breazeal, C. (2021). Lifelong Personalization via Gaussian Process Modeling for Long-Term HRI. Frontiers in Robotics and AI, 8, 152.

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Patrícia Alves-Oliveira, Maria Luce Lupetti, Michal Luria, Diana Löffler, Mafalda Gamboa, Lea Albaugh, Waki Kamino, Anastasia K. Ostrowski, David Puljiz, Pedro Reynolds-Cuéllar, Marcus Scheunemann, & Dan Lockton. 2021, June. Collection of Metaphors for Human-Robot Interaction. In Proceedings of Designing Interactive Systems Conference 2021 (pp. 1366-1379).

Yurrita, M., Grignard, A., Alonso, L., Zhang, Y., Jara-Figueroa, C., Elkatsha, M., Larson, K., (2021) Dynamic Urban Planning: An Agent-Based Model Coupling Mobility Mode and Housing Choice. Use Case Kendall Square. In: Arai K. (eds) Intelligent Computing. Lecture Notes in Networks and Systems, vol 284. Springer, Cham. https://doi.org/10.1007/978-3-030-80126-7_66

Amiri, N., Tasnim, F., Dagdeviren, C.†, Karami, A.†, “Experimentally Verified Finite Element Modeling and Analysis of a Conformable Piezoelectric Sensor”, Smart Materials and Structures, 30 085017, 2021.

O. Rudovic, N. Tobis, S. Kaltwang, B. Schuller, D. Rueckert, JF Cohn & Picard R.W. (2021). Personalized Federated Deep Learning for Pain Estimation From Face Images. arXiv preprint arXiv:2101.04800.

Adjodah, Dhaval, et al. "Accuracy-Risk Trade-Off Due to Social Learning in Crowd-Sourced Financial Predictions." Entropy 23.7 (2021): 801.

D. Adjodah, et al (2021) Association between COVID-19 Outcomes and Mask Mandates, Adherence, and Attitudes, PLOS ONE, doi: https://doi.org/10.1371/journal.pone.0252315

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Payra, Syamantak, et al. "Feeling Through Spacesuits: Application of Space-Resilient E-Textiles to Enable Haptic Feedback on Pressurized Extravehicular Suits." 2021 IEEE Aerospace Conference (50100). IEEE, 2021.

Weis, J.W., Jacobson, J.M. Learning on knowledge graph dynamics provides an early warning of impactful research. Nat Biotechnol (2021). https://doi.org/10.1038/s41587-021-00907-6

Safinah Ali, Daniella DiPaola, Irene Lee, Jenna Hong, and Cynthia Breazeal. 2021. Exploring Generative Models with Middle School Students. In CHI Conference on Human Factors in Computing Systems (CHI '21), May 8–13, 2021, Yokohama, Japan. ACM, New York, NY, USA 13 Pages. https://doi.org/10.1145/3411764.3445226

Joseph, Christine, and Danielle Wood. "Analysis of the Microgravity Research Ecosystem and Market Drivers of Accessibility." New Space (2021). http://doi.org/10.1089/space.2020.0044

Groh, Matthew, Caleb Harris, Luis Soenksen, Felix Lau, Rachel Han, Aerin Kim, Arash Koochek, and Omar Badri. "Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset." arXiv preprint arXiv:2104.09957 (2021). Accepted at CVPR ISIC 2021 workshop. Publication pending.

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Alvarado García, Adriana, Juan F. Maestre, Manuhuia Barcham, Marilyn Iriarte, Marisol Wong-Villacres, Oscar A. Lemus, Palak Dudani, Pedro Reynolds-Cuéllar, Ruotong Wang, and Teresa Cerrato Pargman. "Decolonial Pathways: Our Manifesto for a Decolonizing Agenda in HCI Research and Design" In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. Preprint.

Ali Shtarbanov. 2021. FlowIO Development Platform – the Pneumatic “Raspberry Pi” for Soft Robotics. In CHI Conference on Human Factors in Computing Systems (CHI ’21 Extended Abstracts), May 08–13, 2021, Yokohama, Japan. ACM, New York, NY, USA, 6 pages. https://doi.org/10.1145/3411763.3451513

Kyung Yun Choi, Jinmo Lee, Neska El Haouij, Rosalind W. Picard, and Hiroshi Ishii. 2021. aSpire: Clippable, Mobile Pneumatic-Haptic Device for Breathing Rate Regulation via Personalizable Tactile Feedback. In CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI ’21 Extended Abstracts), May 8–13, 2021, Yokohama, Japan. ACM, New York, NY, USA, 7 pages.

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Afsar, Ozgun Kilic, et al. "Choreographic Interfaces: Wearable Approaches to Movement Learning in Creative Processes." ACM CHI'21 Workshop HAA'21.

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Nataliya Kosmyna, Cassandra Scheirer, and Pattie Maes. 2021. The Thinking Cap: Fostering Growth Mindset Of Children By Means Of Electroencephalography And Perceived Magic of Harry Potter Universe. In CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI ’21 Extended Abstracts), May 08–13, 2021, Yokohama, Japan. ACM, New York, NY, USA, 6 pages. https://doi.org/10.1145/34

Letizia, F., S. Lemmens, D. Wood, M. Rathnasabapathy, M. Lifson, R. Steindl, K. Acuff, M. Jah, S. Potter, and N. Khlystov. "FRAMEWORK FOR THE SPACE SUSTAINABILITY RATING." Proc. 8th European Conference on Space Debris (virtual), Darmstadt, Germany, 20–23 April 2021, published by the ESA Space Debris Office.

Nikhil Singh. 2021. The Sound Sketchpad: Expressively Combining Large and Diverse Audio Collections. In 26th International Conference on Intelligent User Interfaces (IUI ’21), April 14–17, 2021, College Station, TX, USA.

Akram Bayat, Connor Anderson and Pratik Shah. "Automated end-to-end deep learning framework for classification and tumor localization from native nonstained pathology images," Proc. SPIE 11596, Medical Imaging 2021: Image Processing, 115960A (15 February 2021); doi: 10.1117/12.2582303

Bernal, Guillermo, Sean Montgomery, and Pattie Maes. "Brain-Computer Interfaces, Open Source and Democratizing the Future of Augmented Consciousness." Frontiers in Computer Science 3 (2021): 23.

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H. Rahnama, M. Alirezaie, and A. Pentland (2021) A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable Identities, AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering

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Tejal Reddy, Randi Williams, Cynthia Breazeal. 2021. Text Classification for AI Education. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (SIGCSE’21).

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Camilo Rojas, Niels Poulsen, Mileva Van Tuyl, Daniel Vargas, Zipporah Cohen, Joe Paradiso, Pattie Maes, Kevin Esvelt, and Fadel Adib. 2021. A Scalable Solution for Signaling Face Touches to Reduce the Spread of Surface-based Pathogens.. Proc. ACM IMWUT (accepted)

Advincula, Larson 2021. With(in): Three women, three informal settlements, and the rituals of the meal as a microcosm of urban life.

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Steindl, Nair, Slavin, Barba, Wood, Jah, "Developing Detectability, Identifiability, Trackability Analyses for the Space Sustainability Rating," IAA-UT Space Traffic Management Conference, STM 2021, 26-27 January 2021, Austin TX USA

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By Dr. Katlyn Turner, Prof. Danielle Wood and Prof. Catherine D'Ignazio. This article originally appeared in the January Issue of the Quarterly State of AI Ethics Report published by the Montreal AI Ethics Institute.