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DTSTAMP:20250629T163354Z
UID:32517303-2D45-44B4-87B4-18B13C821358
DTSTART;TZID=America/New_York:20250624T190000
DTEND;TZID=America/New_York:20250624T203000
DESCRIPTION:Boston\, Columbia\, Costa Rica\, Guatemala\, Panama\, Peru and 
 San Antonio Chapters of the IEEE Computer Society\, Boston IEEE Engineerin
 g in Medicine and Biology Society (EMBS)\, New Jersey Coast and North Flor
 ida Sections of IEEE and GBC/ACM\n----------------------------------------
 -----------------------\n[GabrieleCorso.jpg](https://events.vtools.ieee.or
 g/tego_/event/GabrieleCorso.jpg)[JeremyWohlwend.jpg](https://events.vtools
 .ieee.org/tego_/event/JeremyWohlwend.jpg)7:00 PM\, Tuesday\, 24 June 2025\
 nMIT Room 32-G449 (Kiva) and online via Zoom\n\nCareers in Technology\n\nB
 oltz: Towards a Unified Approach for Biomolecular Interaction Modeling\n\n
 [With updates on new features in Boltz-2 including the ability to predict 
 Binding Affinity]\n\nGabriele Corso and Jeremy Wohlwend\n\nPlease register
  in advance for this seminar even if you plan to attend in person at\n\n&lt;h
 ttps://acm-org.zoom.us/webinar/register/5917463193812/WN_U1yhFblMQO-I4n1cB
 hkBFw&gt;\n\nAfter registering\, you will receive a confirmation email contai
 ning information about joining the webinar.\n\nIndicate on the registratio
 n form if you plan to attend in person. This will help us determine whethe
 r the room is close to reaching capacity. We plan to serve light refreshme
 nts (probably pizza) before the talk starting at around 6:30 pm. Letting u
 s know you will come in person will help us determine how much pizza to or
 der.\n\nWe may make some auxiliary material such as slides and access to t
 he recording available after the seminar to people who have registered.\nA
 bstract:\nAccurately modeling biomolecular interactions is a central chall
 enge in modern biology. While recent advances\, such as AlphaFold3 and Bol
 tz-1\, have substantially improved our ability to predict biomolecular com
 plex structures\, these models still fall short in predicting binding affi
 nity\, a critical property underlying molecular function and therapeutic e
 fficacy. In this talk\, we present Boltz-2\, a new structural biology foun
 dation model that exhibits strong performance for both structure and affin
 ity prediction. Boltz-2 introduces controllability features including expe
 rimental method conditioning\, distance constraints\, and multi-chain temp
 late integration for structure prediction\, and is\, to our knowledge\, th
 e first AI model to approach the performance of free-energy perturbation (
 FEP) methods in estimating small molecule--protein binding affinity. Cruci
 ally\, it achieves strong correlation with experimental readouts on many b
 enchmarks\, while being at least 1000 times more computationally efficient
  than FEP.\n\nFor more information see [boltz-2 info](https://boltz.bio/bo
 ltz2)\n\nBio:\n\nJeremy Wohlwend and Gabriele Corso received PhDs this spr
 ing for work at the MIT Computer Science and Artificial Intelligence Labor
 atory where their research focuses on developing novel ML frameworks to ta
 ckle challenging problems in drug discovery and immunology.\n\nDirections 
 to 32-G449 - MIT Stata Center\, 32 Vassar Street\, Cambridge\, MA: Please 
 use the main entrance to the Stata Center at 32 Vassar Street (the entranc
 e closest to Main street) as those doors will be unlocked. Upon entering\,
  proceed to the elevators which will be on the right after passing a large
  set of stairs and a MITAC kiosk. Take the elevator to the 4th floor and t
 urn right\, following the hall to an open area\; 32-G449 will be on the le
 ft. [Location of Stata on campus map](https://whereis.mit.edu/?go=32)\n\nT
 his joint meeting of the Boston (and other)Chapter(s) of the IEEE Computer
  and EMBS Societies and GBC/ACM will be hybrid (in person and online).\n\n
 Co-sponsored by: gbc/acm\n\nSpeaker(s): Gabriele Corso\, Jeremy Wohlwend\,
  \n\nRoom: MIT Room 32-G449 (Kiva)\, Bldg: Stata Center\, MIT building 32\
 , 32 Vassar St\, Cambridge\, Massachusetts\, United States\, Virtual: http
 s://events.vtools.ieee.org/m/483979
LOCATION:Room: MIT Room 32-G449 (Kiva)\, Bldg: Stata Center\, MIT building 
 32\, 32 Vassar St\, Cambridge\, Massachusetts\, United States\, Virtual: h
 ttps://events.vtools.ieee.org/m/483979
ORGANIZER:p.mager@computer.org
SEQUENCE:42
SUMMARY:Boltz: Towards a Unified Approach for Biomolecular Interaction Mode
 ling
URL;VALUE=URI:https://events.vtools.ieee.org/m/483979
X-ALT-DESC:Description: &lt;br /&gt;&lt;h2&gt;Boston\, Columbia\, Costa Rica\, Guatemal
 a\, Panama\,&amp;nbsp\; Peru and San Antonio&amp;nbsp\; Chapters of the IEEE Compu
 ter Society\, Boston IEEE Engineering in Medicine and Biology Society (EMB
 S)\, New Jersey Coast and North Florida Sections of IEEE and GBC/ACM&lt;/h2&gt;\
 n&lt;hr&gt;\n&lt;blockquote&gt;&lt;a href=&quot;https://events.vtools.ieee.org/tego_/event/Gab
 rieleCorso.jpg&quot;&gt;&lt;img src=&quot;https://events.vtools.ieee.org/tego_/event/Gabri
 eleCorso.jpg&quot; alt=&quot;GabrieleCorso.jpg&quot; width=&quot;200&quot; height=&quot;200&quot; align=&quot;righ
 t&quot; border=&quot;0&quot; hspace=&quot;9&quot; vspace=&quot;9&quot;&gt;&lt;/a&gt;&lt;a href=&quot;https://events.vtools.iee
 e.org/tego_/event/JeremyWohlwend.jpg&quot;&gt;&lt;img src=&quot;https://events.vtools.ieee
 .org/tego_/event/JeremyWohlwend.jpg&quot; alt=&quot;JeremyWohlwend.jpg&quot; width=&quot;200&quot; 
 height=&quot;200&quot; align=&quot;right&quot; border=&quot;0&quot; hspace=&quot;9&quot; vspace=&quot;9&quot;&gt;&lt;/a&gt;7:00 PM\, 
 Tuesday\, 24 June 2025\n&lt;p&gt;MIT Room 32-G449 (Kiva) and online via Zoom&lt;/p&gt;
 \n&lt;p&gt;Careers in Technology&lt;/p&gt;\n&lt;h4&gt;Boltz: Towards a Unified Approach for 
 Biomolecular Interaction Modeling&lt;/h4&gt;\n&lt;h4&gt;[With updates on new features 
 in Boltz-2 including the ability to predict Binding Affinity]&lt;/h4&gt;\n&lt;h4&gt;Ga
 briele Corso and Jeremy Wohlwend&lt;/h4&gt;\n&lt;p&gt;&amp;nbsp\;&lt;/p&gt;\n&lt;h4&gt;Please register
  in advance for this seminar even if you plan to attend in person at&lt;/h4&gt;\
 n&lt;p class=&quot;p1&quot;&gt;&amp;lt\;https://acm-org.zoom.us/webinar/register/5917463193812
 /WN_U1yhFblMQO-I4n1cBhkBFw&amp;gt\;&lt;/p&gt;\n&lt;p&gt;After registering\, you will recei
 ve a confirmation email containing information about joining the webinar.&lt;
 /p&gt;\n&lt;p&gt;Indicate on the registration form if you plan to attend in person.
  This will help us determine whether the room is close to reaching capacit
 y. We plan to serve light refreshments (probably pizza) before the talk st
 arting at around 6:30 pm. Letting us know you will come in person will hel
 p us determine how much pizza to order.&lt;/p&gt;\n&lt;p&gt;We may make some auxiliary
  material such as slides and access to the recording available after the s
 eminar to people who have registered.&lt;/p&gt;\nAbstract:&lt;/blockquote&gt;\n&lt;blockq
 uote&gt;\n&lt;p&gt;Accurately modeling biomolecular interactions is a central chall
 enge in modern biology. While recent advances\, such as AlphaFold3 and Bol
 tz-1\, have substantially improved our ability to predict biomolecular com
 plex structures\, these models still fall short in predicting binding affi
 nity\, a critical property underlying molecular function and therapeutic e
 fficacy. In this talk\, we present Boltz-2\, a new structural biology foun
 dation model that exhibits strong performance for both structure and affin
 ity prediction. Boltz-2 introduces controllability features including expe
 rimental method conditioning\, distance constraints\, and multi-chain temp
 late integration for structure prediction\, and is\, to our knowledge\, th
 e first AI model to approach the performance of free-energy perturbation (
 FEP) methods in estimating small molecule--protein binding affinity. Cruci
 ally\, it achieves strong correlation with experimental readouts on many b
 enchmarks\, while being at least 1000 times more computationally efficient
  than FEP.&lt;/p&gt;\n&lt;p&gt;For more information see&amp;nbsp\;&lt;a href=&quot;https://boltz.b
 io/boltz2&quot;&gt;boltz-2 info&lt;/a&gt;&lt;/p&gt;\n&lt;/blockquote&gt;\n&lt;blockquote&gt;\n&lt;p&gt;Bio:&lt;/p&gt;\
 n&lt;p&gt;Jeremy Wohlwend and Gabriele Corso received PhDs this spring for work 
 at the MIT Computer Science and Artificial Intelligence Laboratory where t
 heir research focuses on developing novel ML frameworks to tackle challeng
 ing problems in drug discovery and immunology.&lt;/p&gt;\n&lt;p&gt;Directions to 32-G4
 49 - MIT Stata Center\, 32 Vassar Street\, Cambridge\, MA: Please use the 
 main entrance to the Stata Center at 32 Vassar Street (the entrance closes
 t to Main street) as those doors will be unlocked. Upon entering\, proceed
  to the elevators which will be on the right after passing a large set of 
 stairs and a MITAC kiosk. Take the elevator to the 4th floor and turn righ
 t\, following the hall to an open area\; 32-G449 will be on the left.&amp;nbsp
 \;&lt;a href=&quot;https://whereis.mit.edu/?go=32&quot;&gt;Location of Stata on campus map
 &lt;/a&gt;&lt;/p&gt;\n&lt;p&gt;&amp;nbsp\;&lt;/p&gt;\n&lt;p class=&quot;norm10&quot;&gt;&amp;nbsp\;This joint meeting of t
 he Boston (and other)Chapter(s) of the IEEE Computer and EMBS Societies an
 d GBC/ACM will be hybrid (in person and online).&lt;/p&gt;\n&lt;/blockquote&gt;
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