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DTSTART:20260329T030000
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BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1790587800@ist.ac.at
DTSTART:20260928T113000
DTEND:20260928T123000
DESCRIPTION:Speaker: Francesco Locatello\nhosted by Christoph Lampert\nAbst
 ract: Causality at Machine Learning Scale and ComplexityDistinguishing coi
 ncidence from cause-and-effect relationships is a central challenge in AI 
 (and science): which patterns just co-occur\, and which signal causality? 
 Statistical causality offers a rigorous framework for this question\, but 
 it assumes clean\, low-dimensional\, structured data\, which clashes with 
 the raw\, high-dimensional observations of machine learning applications\,
  including in science. In this talk\, I will present how we can now learn 
 causal structure directly from unstructured data using deep learning\, bri
 dging between the modeling power of causality and the scalability properti
 es of machine learning. I will also highlight some cross-disciplinary coll
 aborations my group has built\, uniquely enabled by ISTA. 
LOCATION:Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Francesco Locatello: Tenure Talk
URL:https://talks-calendar.ista.ac.at/events/6548
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1791192600@ist.ac.at
DTSTART:20261005T113000
DTEND:20261005T123000
DESCRIPTION:Speaker: Friedrich Stricker & Yuval Wigderson\nhosted by Mikhai
 l Lemeshko\nAbstract: Friedrich Stricker |Beyond On/Off: Multistate Molecu
 les and MaterialsA slime mold with no brain and no nervous system can stil
 l remember: Physarum polycephalum reinforces the tubes of its cytoplasmic 
 network along paths that once carried nutrient flow\, so a stimulus encoun
 tered minutes ago changes how the organism responds to a stimulus now. His
 tory is written directly into the material's structure. Synthetic material
 s have rarely matched this — not because they can't respond to a cue\, b
 ut because most are built to give one answer\, not many\, and to forget th
 e moment the stimulus is gone.At the root of that limitation is a simple f
 act about energy landscapes. In a binary switch\, a stimulus drives the sy
 stem along one path — on to off\, off to on — so the response is alway
 s the same regardless of how it got there. In a multistate system\, the sa
 me stimulus can drive the system along different paths depending on kineti
 cs\, local environment\, and history: the landscape stops being a fixed tw
 o-well problem and becomes something the material can be routed through.Ge
 tting there means tracing a single design logic across three length scales
 . At the molecular level\, multistate photoswitches give us control over k
 inetics\, absorption\, and mechanistic pathways — the raw vocabulary of 
 reactivity. Organizing those switches within ordered\, multiphase material
 s – often liquid crystal elastomers – lets us govern how changes at th
 e molecular level propagate into changes in structural order. And by shapi
 ng how these material meet a stimulus — through its geometry — we conv
 ert molecular-scale reactivity into coordinated\, purposeful behavior at t
 he macroscale. Molecular design\, material organization\, and geometry are
 n't separate levers\; each constrains and amplifies the next\, and it's th
 is chain that lets us engineer function rather than just response.This cha
 in — molecule\, assembly\, geometry — is a first step toward a larger 
 goal: materials in which a past stimulus leaves a physical trace that bias
 es the path taken by future stimuli\, built not from external control but 
 from molecular architecture that intrinsically encodes state. Programming 
 reactivity\, assembly\, and geometry together is how we move from isolated
  switches to physically intelligent\, multifunctional matter._____________
 ___________________________________________________________________Yuval W
 igderson |Finding Structure in ChaosPareidolia refers to the human tenden
 cy to see patterns in unstructured chaos. Examples of pareidolia can range
  from the benign (seeing constellations in the night sky) to the destruct
 ive (gambling one's savings on the imagined patterns of a roulette wheel'
 s outcomes).However\, sometimes the patterns really are there! In fact\, 
 in many cases\, we can prove this mathematically: no matter how complex an
 d chaotic a system may seem\, it must contain some given structure within 
 it. In this talk\, I will give a gentle introduction to Ramsey theory\, th
 e fascinating area of mathematics that studies such theorems\, and discuss
  some of the major questions we still cannot answer.
LOCATION:ISTA | Central Building | Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Friedrich Stricker & Yuval Wigderson: Inaugural Lecture
URL:https://talks-calendar.ista.ac.at/events/6357
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1791797400@ist.ac.at
DTSTART:20261012T113000
DTEND:20261012T123000
DESCRIPTION:Speaker: Suvi Gezari Stock\nhosted by Zoltan Haiman
LOCATION:Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Suvi Gezari Stock: Institute Colloquium | Suvi Gezari Stock
URL:https://talks-calendar.ista.ac.at/events/6590
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1792402200@ist.ac.at
DTSTART:20261019T113000
DTEND:20261019T123000
DESCRIPTION:Speaker: Wilfrid Jean Louis\nhosted by AURAS\nAbstract: Wilfrid
  Jean Louis | AURAS Survey 2026: The PhD and Postdoc Experience at ISTATh
 e AURAS 2026 survey gathered feedback from more than 220 PhD students and 
 postdocs at ISTA\, 45% of the institute’s PhD students participated. The
  survey explored different aspects of the experience at ISTA\, including r
 esearch and working environments\, workload and well-being\, teaching and 
 courses\, career development\, workplace safety\, institutional support\, 
 representation\, and track communities. In this colloquium\, AURAS will p
 resent the main findings of the survey\, highlighting both positive aspect
 s of the institute experience and areas where students and postdocs see op
 portunities for improvement. The presentation will also discuss difference
 s across tracks and identify themes that emerged across the institute as a
  whole.
LOCATION:Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Wilfrid Jean Louis: Special Colloquium | AURAS | Wilfrid Jean Louis
URL:https://talks-calendar.ista.ac.at/events/6614
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1794220200@ist.ac.at
DTSTART:20261109T113000
DTEND:20261109T123000
DESCRIPTION:Speaker: Lauren O'Connell\nhosted by Lora Sweeney\nAbstract: Ti
 tle | Lessons from Poison Frogs on Ecological Tuning of Animal Behavior a
 nd PhysiologyAbstract |Behavior and physiology are the substrates of natu
 ral selection. Our overarching goal is to understand how new traits in phy
 siology and social behavior have evolved from existing genetic and cellula
 r components using poison frogs as research organisms. First\, we want to 
 understand how organisms evolve ways to evade predation by using natural p
 roducts that target the nervous system. Animals with a rich diversity of c
 hemical defenses must also protect their own nervous systems from toxicity
 . We recently discovered toxin sponge proteins that bind deadly toxins and
  transport them to specific locations in poison frogs. Such a system is ri
 pe for reverse engineering drug carriers to better understand how chemical
  defenses evolve. Second\, we want to understand how new social behaviors 
 evolve through changes in nervous system function using a comparative\, or
 ganismal approach. We have established poison frog tadpoles as a model sys
 tem for infant social behavior\, where species have evolved new communicat
 ion and social behaviors based on their rearing environments. Together\, t
 hese research avenues are enabling us to understand the design principles 
 of chemical defense and social behaviors.
LOCATION:Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Lauren O'Connell: Lessons from Poison Frogs on Ecological Tuning of
  Animal Behavior and Physiology
URL:https://talks-calendar.ista.ac.at/events/6550
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1794825000@ist.ac.at
DTSTART:20261116T113000
DTEND:20261116T123000
DESCRIPTION:Speaker: Vivian Kuperberg & Carla Fernandez-Rico\nhosted by Mik
 hail Lemeshko
LOCATION:ISTA | Central Building | Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Vivian Kuperberg & Carla Fernandez-Rico: Inaugural Lecture | Vivian
  Kuperberg & Carla Fernandez-Rico
URL:https://talks-calendar.ista.ac.at/events/6389
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1796639400@ist.ac.at
DTSTART:20261207T113000
DTEND:20261207T123000
DESCRIPTION:Speaker: Daniel Robert\nhosted by Scott Waitukaitis
LOCATION:Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Daniel Robert: Institute Colloquium | Daniel Robert
URL:https://talks-calendar.ista.ac.at/events/6551
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1797244200@ist.ac.at
DTSTART:20261214T113000
DTEND:20261214T123000
DESCRIPTION:Speaker: Monika Visan & Simone Fatichi
LOCATION:Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Monika Visan & Simone Fatichi: Inaugural Lecture | Monika Visan & S
 imone Fatichi
URL:https://talks-calendar.ista.ac.at/events/6552
END:VEVENT
BEGIN:VEVENT
DTSTAMP:20260922T011857Z
UID:1800268200@ist.ac.at
DTSTART:20270118T113000
DTEND:20270118T123000
DESCRIPTION:Speaker: Lora Sweeney\nhosted by Mario de Bono
LOCATION:ISTA | Central Building | Raiffeisen Lecture Hall\, ISTA
ORGANIZER:diana.zubcevic@ista.ac.at
SUMMARY:Lora Sweeney: Tenure Talk | Lora Sweeney
URL:https://talks-calendar.ista.ac.at/events/6387
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