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Articles by Min Woo
Computer Science > Artificial Intelligence
In psychiatric practice, the clinical intake interview remains a primary diagnostic instrument, requiring the clinician to establish rapport while disentangling complex, overlapping presentations. Here, we show that multi-turn reinforcement learning (RL) in simulation environments improves language model performance on structured text-based psychiatric intake, spanning history-taking, differential diagnosis, and initial management planning.
Cyano-Functionalized p -Aramid Copolymer Fibers Enabling Intrinsic Rubber Adhesion for Electric-Vehicle Hose Reinforcement
The transition to electric vehicles (EVs) has intensified durability demands on rubber hoses used for battery thermal management and coolant circulation, where para-aramid (p-aramid) fibers serve as the reinforcement of choice owing to their high strength, thermal stability, and chemical resistance.
Computer Science > Artificial Intelligence
We present an extension and comprehensive real-world validation of Co-Scientist, a Gemini-based multi-agent system designed to accelerate end-to-end scientific research across hypothesis generation, experimentation, and manuscript generation. Moving beyond in silico hypothesis generation, this specialized configuration transitions Co-Scientist into an execution-grounded research partner advancing closed-loop scientific workflows across materials science, biology, and computer science.
Computer Science > Artificial Intelligence
In medical education, physicians convert academic knowledge into clinical expertise through residency: years of training across thousands of encounters, with diverse sources of feedback and progressively greater autonomy. Much of clinical reasoning relies on the patient encounter, a dialogue in which a clinician elicits history, refines diagnostic hypotheses, and decides management under uncertainty.
Computer Science > Computer Vision and Pattern Recognition
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Computer Science > Computer Vision and Pattern Recognition
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
2026 Players Championship leaderboard: Live updates, scores, analysis and highlights from Round 3 Original
Live scores, updates, analysis and highlights from Moving Day of The Players Championship at TPC Sawgrass Moving Day has arrived at The Players Championship, and as expected, the leaderboard is absolutely stacked. Ludvig Åberg and Xander Schauffele went low to take the top two spots, though there are 15 golfers within striking distance of the 36-hole leader with as many to play.
2026 Arnold Palmer Invitational leaderboard: Live updates, analysis and highlights from Round 4
Live scores, updates, analysis and highlights from the final round of the Arnold Palmer Invitational in Orlando The third round of the 2026 Arnold Palmer Invitational wrapped early Sunday with Akshay Bhatia inching even closer to Daniel Berger, who has held the lead since the onset of the tournament and led by five shots entering Moving Day. Akshay Bhatia, Berger's chief challenger Saturday, enters the fourth round trailing by one as the final 18 holes commence at Bay Hill Club & Lodge.
2026 Arnold Palmer Invitational leaderboard: Live updates, analysis and highlights from Round 3 Original
Live scores, updates, analysis and highlights from the third round of the Arnold Palmer Invitational in Orlando Moving Day at the 2026 Arnold Palmer Invitational has arrived with four-time PGA Tour winner Daniel Berger well out in front seeking what would be the most substantial victory of his career. Berger is up five shots on the field with 36 holes remaining, though he will have no shortage of top-tier challengers considering the loaded field at Bay Hill Club & Lodge in Orlando.
2026 Genesis Invitational leaderboard: Live updates, analysis and highlights from Round 4 Original
Live scores, updates, analysis and highlights from the final round of the Genesis Invitational in Los Angeles The 2026 Genesis Invitation is Jacob Bridgeman's to lose. The 26-year-old South Carolinian is in pole position to win for the first time on the PGA Tour, taking a six-shot lead into the final round at Riviera Country Club in the second signature event of the season.
2026 Genesis Invitational leaderboard: Live updates, analysis and highlights from Round 3 Original
Live scores, updates, analysis and highlights from the third round of the Genesis Invitational in Los Angeles Moving Day at the 2026 Genesis Invitational has arrived, and leading the pack are a pair of surprising names. Jacob Bridgeman and Marco Penge share the 36-hole lead at 12-under, each looking for his first career PGA Tour victory.
2026 AT&T Pebble Beach Pro-Am leaderboard: Live updates, analysis and highlights from Round 4 Original
Live scores, updates and highlights from the final round of the Pebble Beach Pro-Am in California The 2026 AT&T Pebble Beach Pro-Am reaches its conclusion on Sunday with Akshay Bhatia still holding the top spot on the leaderboard and a new contender emerging. Collin Morikawa, who is winless on the PGA Tour since 2023, shot a round-of-the-week 62 on Moving Day to rocket himself into a spot tied for second place with 18 holes remaining.
2026 AT&T Pebble Beach Pro-Am leaderboard: Live updates, analysis and highlights from Round 3 Original
Live scores, updates and highlights from the third round of the Pebble Beach Pro-Am in California Moving Day has arrived in Pebble Beach, California, and the top of the leaderboard set to play the final 36 holes at Spyglass Hill Golf Course should create some fireworks over the next two days. Akshay Bhatia and Ryo Hisatsune enter Roudn 3 as co-leaders of the 2026 AT&T Pebble Beach Pro-Am, holding a one-shot lead on Rickie Fowler and Sam Burns.
2026 MOROCCO SMASHING GOLF RETREAT
DEPARTURES - SATURDAY, APRIL 25TH Proceed to breakfast at leisure. ***Please note that you will be transferred to the airport for your international departure from RAK and should arrive at the airport at least three hours before your flight. You will need a printed boarding pass, which we will get for you!
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