Accurate molecular representation of compounds is a fundamental challenge for prediction of drug targets and molecular properties. In this study, we present a molecular video-based foundation model, named VideoMol, pretrained on 120 million frames of 2 m
Zhang, Liu et al. DPA-2: Towards a universal large atomic model for molecular and material simulation, arxiv 2023 Batatia et al. A foundation model for atomistic materials chemistry, arxiv 2024 Yang et al. MatterSim: A Deep L...
So it's best to start watching Foundation in January 2025. That way, by the time you finish the first 2 seasons, Season 3 shouldn't be too far off. By the way, there's no reason that streaming shows without any CGI (such as "The Bear") should take a year or more between seasons...
Here we present FastGlioma, an open-source medical foundation model for fast, label-free detection of diffuse glioma infiltration during surgery. Within seconds of tissue sampling, FastGlioma accurately predicts the degree of tumour infiltration in fresh, unprocessed surgical specimens from both IDH-wil...
GTC—NVIDIA today announced Project GR00T, a general-purpose foundation model for humanoid robots, designed to further its work driving breakthroughs in robotics and embodied AI. As part of the initiative, the company also unveiled a new computer, Jetson Thor, for humanoid robots based on the NV...
A model has been developed to predict crack propagation in laminated composite structures. Instead of using the concept of an energy release rate, a nonlinear elastic foundation model was employed to simulate cohesive interlaminar mode I failure of the composite. The material experiencing stresses due...
Digital pathology poses unique computational challenges, as a standard gigapixel slide may comprise tens of thousands of image tiles1–3. Prior models have often resorted to subsampling a small portion of tiles for each slide, thus missing the important
For example, the geospatial foundation model from the IBM and NASA collaboration is designed to convert NASA's satellite data into maps of natural disasters like floods and other landscape changes. The model could also be used to help reveal our planet's past; estimate risks to crops, ...
How IBM and NASA's AI foundation model can help track and adapt to climate change "NASA is committed to the full, free and open sharing of over 100 PB of scientific data and information. This is the first-time foundation models have been applied to the immense archive of E...
Performance on ocular disease prognosis. The models are fine-tuned to predict the conversion of fellow eye to wet-AMD in 1 year and evaluated internally. RETFound performs best in all tasks. For each task, we trained the model with five different random seeds, determining the shuffling of ...