Human-AI collaborative autonomous synthesis with pulsed laser deposition for remote epitaxy

Kavli Affiliate: Daniel C. Ralph| First 5 Authors: Asraful Haque, Asraful Haque, , , | Summary:Autonomous laboratories typically rely on data-driven decision-making, occasionally with human-in-the-loop oversight to inject domain expertise. Fully leveraging AI agents, however, requires tightly coupled, collaborative workflows spanning hypothesis generation, experimental planning, execution, and interpretation. To address this, we develop and deploy […]


Continue.. Human-AI collaborative autonomous synthesis with pulsed laser deposition for remote epitaxy

CountSteer: Steering Attention for Object Counting in Diffusion Models

Kavli Affiliate: Hsiao-Mei (Sherry) Cho| First 5 Authors: [#item_custom_name[1, [#item_custom_name[2, [#item_custom_name[3, [#item_custom_name[4, [#item_custom_name[5| Summary:Text-to-image diffusion models generate realistic and coherent images but often fail to follow numerical instructions in text, revealing a gap between language and visual representation. Interestingly, we found that these models are not entirely blind to numbers-they are implicitly aware of their […]


Continue.. CountSteer: Steering Attention for Object Counting in Diffusion Models

High Mobility Multiple-Channel AlScN/GaN Heterostructures

Kavli Affiliate: Grace Xing | Summary:Aluminum scandium nitride (AlScN) is a promising barrier material for gallium nitride (GaN)-based transistors for the next generation of radio-frequency electronic devices. In this work, we examine the transport properties of two dimensional electron gases (2DEGs) in single- and multi-channel AlScN/GaN heterostructures grown by molecular beam epitaxy, and demonstrate the […]


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STAMP: Spatial-Temporal Adapter with Multi-Head Pooling

Kavli Affiliate: Michael Turner| First 5 Authors: Brad Shook, Brad Shook, , , | Summary:Time series foundation models (TSFMs) pretrained on data from multiple domains have shown strong performance on diverse modeling tasks. Various efforts have been made to develop foundation models specific to electroencephalography (EEG) data, which records brain electrical activity as time series. […]


Continue.. STAMP: Spatial-Temporal Adapter with Multi-Head Pooling

STAMP: Spatial-Temporal Adapter with Multi-Head Pooling

Kavli Affiliate: Michael Turner| First 5 Authors: Brad Shook, Brad Shook, , , | Summary:Time series foundation models (TSFMs) pretrained on data from multiple domains have shown strong performance on diverse modeling tasks. Various efforts have been made to develop foundation models specific to electroencephalography (EEG) data, which records brain electrical activity as time series. […]


Continue.. STAMP: Spatial-Temporal Adapter with Multi-Head Pooling

What’s Inside Matters: The Effect of Oxygen Fugacity and Initial Volatile Abundance on the Atmospheres of the TRAPPIST-1 Planets

Kavli Affiliate: Laura Schaefer | Summary:The TRAPPIST-1 planets have become prime targets for studying the atmospheric and geophysical properties of planets around M-dwarf stars. To effectively identify their atmospheric composition, we first must understand their geological evolution. For this study, we focus on enhancing an existing atmosphere-interior exchange model by incorporating additional geological processes relevant […]


Continue.. What’s Inside Matters: The Effect of Oxygen Fugacity and Initial Volatile Abundance on the Atmospheres of the TRAPPIST-1 Planets

TESS Investigation — Demographics of Young Exoplanets (TI-DYE) IV: a Jovian radius planet orbiting a 34 Myr Sun-like star in the Vela association

Kavli Affiliate: Andrew Vanderburg | Summary:The discovery of infant (< 50 Myr), close-in (<30-day period) planets is vital in understanding the formation mechanisms that lead to the distribution of mature transiting planets as discovered by Kepler. Despite several discoveries in this age bin, the sample is still too small for a robust statistical comparison to […]


Continue.. TESS Investigation — Demographics of Young Exoplanets (TI-DYE) IV: a Jovian radius planet orbiting a 34 Myr Sun-like star in the Vela association

Robot Crash Course: Learning Soft and Stylized Falling

Kavli Affiliate: David Muller| First 5 Authors: Pascal Strauch, Pascal Strauch, , , | Summary:Despite recent advances in robust locomotion, bipedal robots operating in the real world remain at risk of falling. While most research focuses on preventing such events, we instead concentrate on the phenomenon of falling itself. Specifically, we aim to reduce physical […]


Continue.. Robot Crash Course: Learning Soft and Stylized Falling

Robot Crash Course: Learning Soft and Stylized Falling

Kavli Affiliate: David Muller| First 5 Authors: Pascal Strauch, Pascal Strauch, , , | Summary:Despite recent advances in robust locomotion, bipedal robots operating in the real world remain at risk of falling. While most research focuses on preventing such events, we instead concentrate on the phenomenon of falling itself. Specifically, we aim to reduce physical […]


Continue.. Robot Crash Course: Learning Soft and Stylized Falling

Robot Crash Course: Learning Soft and Stylized Falling

Kavli Affiliate: David Muller| First 5 Authors: Pascal Strauch, Pascal Strauch, , , | Summary:Despite recent advances in robust locomotion, bipedal robots operating in the real world remain at risk of falling. While most research focuses on preventing such events, we instead concentrate on the phenomenon of falling itself. Specifically, we aim to reduce physical […]


Continue.. Robot Crash Course: Learning Soft and Stylized Falling