Aspiring Quantum Chemist with Professor Lin Lin

The New Quantum Era

Apr 29 2024 • 42 mins

Sebastian interviews Professor Lin Lin during the System One ribbon cutting event at Rensselaer Polytechnic Institute in Troy, NY. Professor Lin Lin's journey from computational mathematics to quantum chemistry has been driven by his fascination with modeling nature through computation. As a student at Peking University, he was intrigued by the concept of first principles modeling, which aims to simulate chemical systems using minimal information such as atomic species and positions. Lin Lin pursued this interest during his PhD at Princeton University, working with mathematicians and chemists to develop better algorithms for density functional theory (DFT). DFT reformulates the high-dimensional quantum chemistry problem into a more tractable three-dimensional one, albeit with approximations. While DFT works well for about 95% of cases, it struggles with large systems and the remaining "strongly correlated" 5%. Lin Lin and his collaborators radically reformulated DFT to enable calculations on much larger systems, leading to his faculty position at UC Berkeley in 2014.

In 2018, a watershed year marked by his tenure, Lin Lin decided to tackle the challenging 5% of strongly correlated quantum chemistry problems. Two emerging approaches showed promise: artificial intelligence (AI) and quantum computing. Both AI and quantum computing are well-suited for handling high-dimensional problems, albeit in fundamentally different ways. Lin Lin aimed to leverage both approaches, collaborating on the development of deep molecular dynamics using AI to efficiently parameterize interatomic potentials. On the quantum computing side, his group worked to reformulate quantum chemistry for quantum computers. Despite the challenges posed by the COVID-19 pandemic, Lin Lin and his collaborators have made significant strides in combining AI and quantum computing to push the boundaries of computational chemistry simulations, bridging the fields of mathematics, chemistry, AI, and quantum computing in an exciting new frontier.

Thanks again to Professor Lin and everyone at RPI for hosting me and providing such an amazing opportunity to interview so many brilliant researchers.

You Might Like

Hidden Brain
Hidden Brain
Hidden Brain, Shankar Vedantam
Radiolab
Radiolab
WNYC Studios
Science Friday
Science Friday
Science Friday and WNYC Studios
StarTalk Radio
StarTalk Radio
Neil deGrasse Tyson
Sasquatch Chronicles
Sasquatch Chronicles
Sasquatch Chronicles - Bigfoot Encounters
Something You Should Know
Something You Should Know
Mike Carruthers | OmniCast Media | Cumulus Podcast Network
This Podcast Will Kill You
This Podcast Will Kill You
Exactly Right Media – the original true crime comedy network
Paranormal Mysteries Podcast
Paranormal Mysteries Podcast
Paranormal Mysteries | Unexplained Supernatural Stories
Tooth & Claw: True Stories of Animal Attacks
Tooth & Claw: True Stories of Animal Attacks
Wes Larson, Jeff Larson, Mike Smith | QCODE
Science Vs
Science Vs
Spotify Studios
The Confessionals
The Confessionals
Merkel Media
Blurry Creatures
Blurry Creatures
Blurry Creatures
Real Ghost Stories Online
Real Ghost Stories Online
Real Ghost Stories Online | Paranormal, Supernatural & Horror Radio