Quantum Materials Researcher Deep Jariwala Joins UT and Oak Ridge Lab
Deep Jariwala, a materials scientist from the University of Pennsylvania, will start a joint appointment at the University of Tennessee, Knoxville, and Oak Ridge National Laboratory in January 2027 as a UT-ORNL Governor's Chair. His research targets a specific problem: AI hardware consumes roughly 1,000 times more power than the human brain.
Jariwala's work focuses on novel materials and chip structures that could close this efficiency gap. He plans to build a new laboratory at UT's Institute for Advanced Materials and Manufacturing while maintaining connections to Agni Semiconductor, a company he co-founded.
The Energy Problem in AI Hardware
Current artificial intelligence systems demand substantial power. The human brain accomplishes complex tasks with far less energy, a disparity that limits how far AI systems can scale without prohibitive costs.
Jariwala's research targets a 1,000-fold improvement in energy efficiency through innovations in chip design and quantum materials. His approach combines basic materials science with practical applications aimed at commercial production.
Collaboration Between University and National Lab
The delayed start date allows time to integrate Jariwala's program with existing infrastructure at both institutions. UT and Oak Ridge will function as a collaborative hub for advanced materials research, with researchers and information flowing between the two sites.
Jariwala said he envisions "a constant exchange of people and information between UT and ORNL," emphasizing how the partnership can combine academic discovery with the resources of a national laboratory.
Deb Crawford, UT's vice chancellor for research, innovation, and economic development, said the university is "thrilled to welcome Dr. Jariwala" and views the appointment as central to expanding the institution's presence in quantum science and engineering.
From Lab to Market
Jariwala's background includes translating research into commercial products. He described the goal as "completing the arc of translation" - moving discoveries from the laboratory to scalable manufacturing and commercialization.
UT's Research Park provides infrastructure for this transition, connecting university researchers with industry partners and supporting faculty entrepreneurship. Jariwala anticipates that his work may generate additional spin-off companies beyond Agni Semiconductor.
His publication record includes over 200 peer-reviewed articles, and he has received recognition from the American Physical Society. The Governor's Chair program is designed to attract researchers of exceptional caliber to strengthen the state's research capacity.
For professionals working in materials science and AI research, understanding these efficiency challenges is essential. AI for Science & Research resources can help researchers stay current with developments in quantum materials and their applications to computing systems.
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