Research
Papers, replications, and open datasets.
Our research wing pairs undergraduates with mentors to run rigorous, reproducible projects. All outputs are open by default.
Papers & preprints
Mentored writing, submission and peer review.
Open datasets
We publish everything we collect, with clean licensing.
Replications
Reproducing landmark results — carefully and openly.
Experimental grants
Small micro-grants for high-variance ideas.
Recent work
Selected outputs
2025
Small-model replications of BERT on scientific abstracts
Sharma, Silva, Takeda · NLP
Preprint
2025
Small-model replications of BERT on scientific abstracts
Sharma, Silva, Takeda · NLP
Preprint
2025
Small-model replications of BERT on scientific abstracts
Sharma, Silva, Takeda · NLP
Preprint
2025
Small-model replications of BERT on scientific abstracts
Sharma, Silva, Takeda · NLP
Preprint
2025
Photometric variability of RR Lyrae stars in the northern sky
Nakamura, Oduya · Astronomy
Data release
2025
Photometric variability of RR Lyrae stars in the northern sky
Nakamura, Oduya · Astronomy
Data release
2025
Photometric variability of RR Lyrae stars in the northern sky
Nakamura, Oduya · Astronomy
Data release
2025
Photometric variability of RR Lyrae stars in the northern sky
Nakamura, Oduya · Astronomy
Data release
2024
SLAM benchmarks for indoor micro-rovers
Chen, Iyer, Vega · Robotics
Dataset
2024
SLAM benchmarks for indoor micro-rovers
Chen, Iyer, Vega · Robotics
Dataset
2024
SLAM benchmarks for indoor micro-rovers
Chen, Iyer, Vega · Robotics
Dataset
2024
SLAM benchmarks for indoor micro-rovers
Chen, Iyer, Vega · Robotics
Dataset
2024
Solar magnetogram anomaly detection with autoencoders
Park, Fernandez · Astrophysics
Preprint
2024
Solar magnetogram anomaly detection with autoencoders
Park, Fernandez · Astrophysics
Preprint
2024
Solar magnetogram anomaly detection with autoencoders
Park, Fernandez · Astrophysics
Preprint
2024
Solar magnetogram anomaly detection with autoencoders
Park, Fernandez · Astrophysics
Preprint
2024
Rapid enzyme screening with active-learning pipelines
Ali, Novak, Chen · Bioinformatics
Preprint
2024
Rapid enzyme screening with active-learning pipelines
Ali, Novak, Chen · Bioinformatics
Preprint
2024
Rapid enzyme screening with active-learning pipelines
Ali, Novak, Chen · Bioinformatics
Preprint
2024
Rapid enzyme screening with active-learning pipelines
Ali, Novak, Chen · Bioinformatics
Preprint