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01:09:45 Digital Life Seminar \| Congzheng Song Digital Life Seminar \| Congzheng Song	Digital Life Seminar \| Congzheng Song model training machine models learning question attacks prediction features differential memorization adversary test accuracy predictions things provider pipeline fact task From Michael Byrne on November 11th, 2020 7 plays
58:55 10.30.20 AI Seminar - Fall 2020 Yuanzhi Li,… 10.30.20 AI Seminar - Fall 2020 Yuanzhi Li, Carnegie Mellon University	10.30.20 AI Seminar - Fall 2020 Yuanzhi Li, Carnegie Mellon University Zoom Recording ID: 96548055743 UUID: 5xkVJ+JUQkC+i6vv+grMEw== Meeting Time: 2020-10-30T15:06:41Z layer learning layers network level learner features function correction degree a. feature k. target kernel accuracy learners networks theory process From Jordan Staiti on October 30th, 2020 7 plays
01:01:17 10.16.20 AI Seminar - Fall 2020 Yoav Artzi,… 10.16.20 AI Seminar - Fall 2020 Yoav Artzi, Cornell University	10.16.20 AI Seminar - Fall 2020 Yoav Artzi, Cornell University Zoom Recording ID: 96548055743 UUID: 40wLv168S+2onITEYTR5UA== Meeting Time: 2020-10-16T15:12:05Z environment instruction instructions model learning distribution cards follower network goal leader visitation position actions steps stage drone distributions agent control From Jordan Staiti on October 16th, 2020 16 plays
01:00:26 10.9.20 AI Seminar - Fall 2020: Volodymyr… 10.9.20 AI Seminar - Fall 2020: Volodymyr Kuleshov, Cornell Tech	10.9.20 AI Seminar - Fall 2020: Volodymyr Kuleshov, Cornell Tech Zoom Recording ID: 96548055743 UUID: My82vf+PTUS9KKjeO4Pwhw== Meeting Time: 2020-10-09T15:13:36Z machine level kinds applications problem kind traits genome approach databases lot phenotype papers individuals problems rules database learning associations paper From Jordan Staiti on October 9th, 2020 12 plays
01:07:53 9.28.20 Theory Seminar - Fall 2020 Mark Bun,… 9.28.20 Theory Seminar - Fall 2020 Mark Bun, Boston University	9.28.20 Theory Seminar - Fall 2020 Mark Bun, Boston University Zoom Recording ID: 97470844866 UUID: PsG4eC4wSeCv4A4sL7B1dw== Meeting Time: 2020-09-28T20:03:01Z concept learner class algorithm learning sample model distribution probability dimension hypothesis differential soa mistake learnability samples examples delta characterization complexity From Jordan Staiti on September 28th, 2020 6 plays
14:23 Patrick Singleton 2020 REU final presentation Patrick Singleton 2020 REU final presentation	Patrick Singleton 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements higher order individual atoms long time knowledge symmetry break lattice constant reducing agents materials science sad moment group rates pro camera m.b. system concepts in physics time scale scale ability electron arc shape waiting room substrate electron count oxygen charge carriers 120 degrees crystal growth rotation averaging theoretical structure effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics actual data spintronics conditions existing nozzle spray painting emerging technologies data points high quality constructive voltage bias magazines published in new york city properties mechanical engineer computational neuroscience length interesting 333 peaks stainless steel intensity signal symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage transition metals higher quality images drama anime and manga band structure temperature abstract algebra mechanical parts linear equations rates fluid mechanics pattern formation artificial intelligence ultra high machine learning algorithm experimental structure painting techniques physical quantities systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter demonstrate metal organic lower shaft energy levels sample symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table application green dot growth rate precursor gas circles literature fusion cells musical quartets equal story demonstrating elementary geometry electronic properties structure dotted lines unsupported courts fusion cell scripting languages diffraction exponential decay inch wafer rotational symmetry consistency thermodynamic properties From James Overhiser on August 12th, 2020 4 plays
16:09 Chase Hanson 2020 REU final presentation Chase Hanson 2020 REU final presentation	Chase Hanson 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements higher order individual atoms long time knowledge symmetry break stainless steel reducing agents materials science sad moment group rates pro camera m.b. system time scale scale ability electron arc shape compound waiting room condensed matter physics electron count charge carriers 120 degrees crystal growth rotation averaging theoretical structure effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics functional theory experiment biology and pharmacology of chemical elements spintronics existing nozzle spray painting emerging technologies data points high quality concepts in aesthetics voltage bias relaxation magazines published in new york city properties superconductor mechanical engineer interpersonal relationships computational neuroscience transition length 333 peaks inch wafer intensity signal symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage transition metals higher quality images drama anime and manga band structure temperature abstract algebra mechanical parts linear equations question rates fluid mechanics pattern formation artificial intelligence ultra high machine learning algorithm experimental structure english-language journals virtue physical quantities systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter metal organic lower shaft calculation symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table green dot growth rate precursor gas circles musical quartets elementary arithmetic equal story characters elementary geometry electronic properties structure dotted lines fermi level unsupported courts fusion cell scripting languages energy levels exponential decay actual data rotational symmetry thermodynamic properties From James Overhiser on August 12th, 2020 3 plays
12:50 Jacob Steele 2020 REU final presentation Jacob Steele 2020 REU final presentation	Jacob Steele 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z deductive reasoning bigger nozzle cad design metal flanges distortion birth rate chemical elements questions higher order individual atoms long time increase knowledge symmetry break stainless steel reducing agents molecular beam presentation green dot materials science sad moment group rates pro camera m.b. system time scale scale ability electron arc shape determine waiting room substrate electron count charge carriers 120 degrees inorganic chemistry rotation averaging theoretical structure effective communication anions biological processes energy general manager growth rate constant oscillations theories ray diffraction musical quintets open source program fluid dynamics cell biology crystal growth lower angles chemical properties atomic physics actual data particles spintronics conditions existing nozzle spray painting emerging technologies data points interactions marketing high quality voltage bias magazines published in new york city reaction mechanical engineer computational neuroscience length 333 peaks inch wafer symmetry bad conditions public speaking communication and uncertainty wonderful thing thin film learning bias voltage constant transition metals electronic higher quality images drama anime and manga band structure temperature abstract algebra mechanical parts linear equations rates pattern formation artificial intelligence red box ultra high direction emergence machine learning algorithm experimental structure matter physical quantities systematic oxygen rich samples 1st place intensity machine learning atomic structure intensity signal shaped nozzle transition temperature inch diameter metal organic lower shaft measurement exponential decay symmetry breaking crystals neural network caption complete information finalized designs crystallography single crystal good thing periodic table suboxone growth rate precursor gas circles musical quartets equal story elementary geometry electronic properties fluid mechanics dotted lines unsupported courts fusion cell philosophical concepts scripting languages energy levels analysis materials rotational symmetry thermodynamic properties chemical kinetics From James Overhiser on August 12th, 2020 10 plays
13:50 Sophia Madelone 2020 REU final presentation Sophia Madelone 2020 REU final presentation	Sophia Madelone 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements industrial processes higher order individual atoms long time knowledge symmetry break stainless steel reducing agents materials science sad moment group rates pro camera m.b. system concepts in physics time scale scale ability arc shape vacuum waiting room electron count molybdenum charge carriers 120 degrees crystal growth rotation averaging theoretical structure effective communication anions understood general manager design measurement crystallography ray diffraction steels musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics actual data spintronics drama anime and manga existing nozzle spray painting emerging technologies data points high quality deposition voltage bias magazines published in new york city manufacturing manufacturer building materials mechanical engineer abstract algebra computational neuroscience connection 333 peaks inch wafer intensity signal symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage roofing materials transition metals higher quality images utility band structure mechanical engineering mechanical parts linear equations system gases rates pattern formation artificial intelligence systems engineering machine learning algorithm experimental structure fusion cell understand physical quantities systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter metal organic fabrications ultra high lower shaft symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table length thermodynamic properties green dot growth rate precursor gas circles musical quartets equal story elementary geometry electronic properties fluid mechanics dotted lines unsupported courts paradigm scripting languages energy levels exponential decay rotational symmetry chemistry From James Overhiser on August 12th, 2020 4 plays
14:16 William Taranto 2020 REU final presentation William Taranto 2020 REU final presentation	William Taranto 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements machine learning algorithm higher order individual atoms long time knowledge symmetry break stainless steel point reducing agents materials science sad moment group rates pro camera m.b. system concepts in physics time scale scale ability arc shape waiting room electron count charge carriers 120 degrees crystal growth rotation averaging vision theoretical structure effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics actual data spintronics existing nozzle spray painting emerging technologies high quality component elementary shapes relationship voltage bias magazines published in new york city collaborators mechanical engineer computational neuroscience region length 333 peaks inch wafer intensity signal probability bad conditions molecular beam and uncertainty wonderful thing symmetry thin film learning bias voltage transition metals higher quality images drama anime and manga band structure abstract algebra mechanical parts linear equations rates pattern formation artificial intelligence ultra high direction data points covariance experimental structure systematic physical quantities digital photography systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter distribution metal organic aesthetics lower shaft columbia records artists symmetry breaking crystals neural network caption complete triangle information finalized designs single crystal good thing periodic table green dot interpretable growth rate precursor gas circles musical quartets equal story dimensions sony bmg artists elementary geometry electronic properties fluid mechanics dotted lines unsupported courts fusion cell reflection scripting languages energy levels exponential decay rotational symmetry correlation thermodynamic properties From James Overhiser on August 12th, 2020 9 plays
16:00 Joseph Dill 2020 REU final presentation Joseph Dill 2020 REU final presentation	Joseph Dill 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements questions higher order geography long time knowledge symmetry break stainless steel reducing agents molecules presentation materials science sad moment group rates pro camera m.b. system time scale oxides scale ability arc shape waiting room bigger substrate electron count charge carriers 120 degrees inorganic chemistry rotation averaging constraints theoretical structure cartography effective communication anions general manager design measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology crystal growth lower angles chemical properties atomic physics actual data particles spintronics individual atoms existing nozzle spray painting emerging technologies data points marketing high quality voltage bias magazines published in new york city mechanical engineer computational neuroscience industry simulation length 333 peaks inch wafer diameter symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage transition metals higher quality images drama anime and manga band structure abstract algebra mechanical parts linear equations rates pattern formation percentage operations research red box ultra high artificial intelligence machine learning algorithm experimental structure simulate matter physical quantities systematic oxygen equation rich samples 1st place machine learning atomic structure intensity signal shaped nozzle transition temperature inch diameter distribution metal organic lower shaft nozzle sample symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table percent thermodynamic properties green dot growth rate precursor gas circles musical quartets equal story optical spectrum elementary geometry electronic properties fluid mechanics dotted lines unsupported courts fusion cell center scripting languages energy levels exponential decay business software rotational symmetry elementary mathematics paradigm From James Overhiser on August 12th, 2020 7 plays
13:10 Deidre Grogan 2020 REU final presentation Deidre Grogan 2020 REU final presentation	Deidre Grogan 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle labels cad design metal flanges birth rate chemical elements identify higher order individual atoms long time nociception knowledge parameters symmetry break stainless steel reducing agents materials science sad moment group rates pro camera m.b. system time scale scale ability arc shape waiting room molten electron count university charge carriers 120 degrees inorganic chemistry rotation averaging food storage containers vision circles effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program atomic structure fluid dynamics cell biology crystal growth lower angles chemical properties atomic physics actual data scientists conditions existing nozzle spray painting emerging technologies segmentation data points high quality elementary shapes voltage bias magazines published in new york city carbide equations mechanical engineer computational neuroscience length advertising 333 peaks inch wafer intensity signal symmetry bad conditions molecular beam image and uncertainty wonderful thing thin film learning bias voltage transition metals image processing higher quality images drama anime and manga band structure abstract algebra mechanical parts linear equations rates pattern formation elementary algebra artificial intelligence red box ultra high plant reproduction machine learning algorithm experimental structure english-language television programs project management physical quantities digital photography systematic oxygen equation rich samples 1st place machine learning project crystal shaped nozzle transition temperature inch diameter metal organic spintronics control lower shaft symmetry breaking crystals neural network caption complete information finalized designs firing techniques single crystal good thing periodic table green dot furnace growth rate precursor gas breakdown musical quartets equal story computer graphics theoretical structure elementary geometry electronic properties class fluid mechanics dotted lines unsupported courts fusion cell scripting languages bottom energy levels exponential decay rotational symmetry thermodynamic properties From James Overhiser on August 12th, 2020 5 plays
15:20 Morgan Fernandez 2020 REU final presentation Morgan Fernandez 2020 REU final presentation	Morgan Fernandez 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: UlnuuPOnS6aBDTLJ9vagow== Meeting Time: 2020-08-06T12:59:57Z computer peripherals spot fitting dimensional space change depending energy level front panel fermi energy strange effects chemical elements orbital character alignment constant histogram density functional theory software click click click modeling languages band structure diagram nil temperature crystal sample program functional groups presentation high temperature free science software physical quantities concepts in physics magnetic field electron unit cells 1st thing translation stage mathematical and quantitative methods (economics) european palladium pristine films input file diffraction pattern magnetic levitation phases of matter comedy webcomics linear algebra fraction techniques spherical harmonics fitted locations units cells critical exponent copper oxide magnetic moment nelson reilly function logical insulator measurement magnetic ion crystallography ray diffraction musical quintets film growth bent structure quantum chemistry energy electron diffraction sea axis moving forward chemical properties atomic physics motor pair spintronics quantum bit real time electron beam marketing lead analysis process high quality spin orbital coupling manganese business magnetism scripts encoded in unicode optics johns hopkins lanthanum palladium sulfide simulation 100 percent accurate thing computational chemistry software metallic double lead analysis precious metals bad structure symmetry magneto electric physical property conduction balance ray reflection anions transition metals space group energy band band structure nice job mechanical engineering native element minerals computing spot locations quantum mechanics capacity data english-language television programs defunct american computer magazines accurate lattice constant super cool atomic positions diagrams phase transitions direction face transition including sulfide lab view binary operations palladium momentum space radio function critical phenomena vector direction big learning constant values anti ferromagnetic 1st place logical materials atomic structure operations research spectroscopy block diagram future work palladium sulfide unit cell surface roughness ultra high vacuum motor driver m.b.e. system double direct crystals mentor shannon semiconductor structures physics software caption complete user friendly image processing legacy systems obsolete writing systems direct material electric devices accurate lattice english-language television programming higher energy renormalization group double direct material linear fit electronic band structures superconductivity musical quartets brilliant zone acceptance letter plane cover oxide high vacuum environment cell phone structure good morning critical temperature logically equivalent quantum espresso diffraction tough logically equivalent top logical insulators super conductor joystick protective surface basically From James Overhiser on August 11th, 2020 7 plays
13:30 Boris Tsang 2020 REU final presentation Boris Tsang 2020 REU final presentation	Boris Tsang 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: UlnuuPOnS6aBDTLJ9vagow== Meeting Time: 2020-08-06T12:59:57Z computer peripherals spot fitting measurements dimensional space change depending energy level front panel fermi energy strange effects chemical elements orbital character filename extensions contributions constant histogram calculate density functional theory software click click click modeling languages band structure diagram nil temperature crystal sample functional groups momentum space electron correlations high temperature free science software physical quantities concepts in physics material magnetic field double direct material electron 1st thing translation stage mathematical and quantitative methods (economics) european palladium pristine films input file diffraction pattern magnetic levitation phases of matter comedy webcomics linear algebra fraction techniques spherical harmonics fitted locations units cells critical exponent copper oxide magnetic moment nelson reilly function intensity logical insulator perspective measurement magnetic ion crystallography ray diffraction musical quintets film growth bent structure quantum chemistry dimensions energy electron diffraction sea axis moving forward chemical properties atomic physics motor pair spintronics quantum bit real time electron beam lead analysis process high quality spin orbital coupling manganese business magnetism scripts encoded in unicode ontology optics johns hopkins lanthanum palladium sulfide simulation 100 percent accurate metallic double expression lead analysis experimental precious metals bad structure presidents magneto electric physical property corresponds conduction balance ray reflection anions transition metals space group concepts in metaphilosophy energy band band structure nice job mechanical engineering native element minerals computing spot locations quantum mechanics capacity data english-language television programs accurate lattice constant super cool atomic positions diagrams phase transitions inductive reasoning face transition including sulfide lab view understand palladium coefficients radio function critical phenomena vector direction big learning constant values anti ferromagnetic 1st place logical materials atomic structure spectroscopy block diagram future work palladium sulfide unit cell calculation surface roughness ultra high vacuum motor driver numbers m.b.e. system double direct mathematical terminology mentor shannon semiconductor structures physics software caption complete top logical insulators concepts in the philosophy of science user friendly image processing legacy systems obsolete writing systems direct material metaphysics electric devices accurate lattice english-language television programming higher energy renormalization group abstraction linear fit electronic band structures superconductivity musical quartets brilliant zone metaphilosophy acceptance letter computational chemistry software cover oxide high vacuum environment cell phone structure good morning critical temperature philosophical concepts logically equivalent quantum espresso diffraction tough logically equivalent crystals super conductor components concepts in the philosophy of mind protective surface From James Overhiser on August 11th, 2020 6 plays
14:18 Rachael Keneipp 2020 REU final presentation Rachael Keneipp 2020 REU final presentation	Rachael Keneipp 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: UlnuuPOnS6aBDTLJ9vagow== Meeting Time: 2020-08-06T12:59:57Z computer peripherals spot fitting dimensional space change depending energy level front panel fermi energy strange effects chemical elements orbital character industrial processes filename extensions contributions reasoning constant histogram calculate density functional theory software click click click philosophy of logic modeling languages band structure diagram nil temperature crystal sample functional groups concepts in ancient greek philosophy of mind high temperature free science software physical quantities concepts in physics magnetic field double direct material electron fact meter 1st thing translation stage mathematical and quantitative methods (economics) renormalization group european palladium pristine films input file diffraction pattern skills magnetic levitation phases of matter comedy webcomics characteristic fraction techniques spherical harmonics fitted locations units cells critical exponent intelligence magnetic moment nelson reilly function logical insulator measurement magnetic ion crystallography ray diffraction musical quintets film growth bent structure quantum chemistry energy electron diffraction sea axis moving forward chemical properties atomic physics motor pair spintronics quantum bit real time electron beam lead analysis process high quality spin orbital coupling manganese business magnetism scripts encoded in unicode ontology superconductor optics johns hopkins lanthanum palladium sulfide 100 percent accurate metallic double lead analysis precious metals bad structure magneto electric physical property conduction balance ray reflection anions mathematical modeling transition metals space group concepts in metaphilosophy energy band band structure temperature mechanical engineering native element minerals computing spot locations quantum mechanics capacity data assumption english-language television programs statistical software super cool atomic positions diagrams phase transitions nice job face transition including sulfide lab view accurate lattice constant palladium linear algebra momentum space radio function critical phenomena vector direction big learning constant values anti ferromagnetic 1st place logical materials atomic structure spectroscopy block diagram future work palladium sulfide unit cell surface roughness ultra high vacuum motor driver oscillations superconducting m.b.e. system double direct crystals technology semiconductor structures physics software caption complete top logical insulators concepts in the philosophy of science user friendly image processing mentor shannon obsolete writing systems direct material metaphysics electric devices accurate lattice english-language television programming higher energy copper oxide accuracy and precision scientific method abstraction linear fit electronic band structures superconductivity musical quartets brilliant zone acceptance letter computational chemistry software cover oxide high vacuum environment cell phone good morning philosophical theories critical temperature philosophical concepts logically equivalent quantum espresso diffraction tough logically equivalent thought super conductor legacy systems concepts in the philosophy of mind protective surface From James Overhiser on August 11th, 2020 5 plays
14:43 Bryce Coyne 2020 REU final presentation Bryce Coyne 2020 REU final presentation	Bryce Coyne 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: UlnuuPOnS6aBDTLJ9vagow== Meeting Time: 2020-08-06T12:59:57Z computer peripherals spot fitting top logical dimensional space change depending energy level front panel fermi energy strange effects chemical elements orbital character constant histogram density functional theory software click click click modeling languages band structure diagram nil temperature crystal sample functional groups insulator accurate lattice high temperature architectural elements free science software physical quantities concepts in physics magnetic field electron 1st thing translation stage mathematical and quantitative methods (economics) european palladium pristine films input file diffraction pattern charge carriers magnetic levitation phases of matter comedy webcomics linear algebra fraction techniques spherical harmonics fitted locations units cells critical exponent copper oxide magnetic moment nelson reilly function logical insulator measurement magnetic ion crystallography ray diffraction musical quintets film growth bent structure quantum chemistry energy electron diffraction tools moving forward chemical properties atomic physics motor pair biology and pharmacology of chemical elements spintronics quantum bit real time electron beam occupational safety and health marketing lead analysis process high quality spin orbital coupling manganese business magnetism scripts encoded in unicode optics johns hopkins lanthanum palladium sulfide 100 percent accurate metallic double lead analysis precious metals bad structure sea axis magneto electric physical property conduction balance ray reflection anions transition metals space group energy band band structure nice job mechanical engineering native element minerals computing spot locations quantum mechanics capacity data english-language television programs accurate lattice constant super cool atomic positions diagrams phase transitions face transition including sulfide lab view palladium momentum space radio function critical phenomena vector direction big learning constant values anti ferromagnetic 1st place logical materials veronica stewart atomic structure spectroscopy block diagram future work palladium sulfide unit cell calculation surface roughness ultra high vacuum motor driver m.b.e. system double direct crystals mentor shannon semiconductor structures physics software caption complete post-transition metals user friendly image processing legacy systems obsolete writing systems direct material electric devices fermi–dirac statistics english-language television programming higher energy renormalization group double direct material linear fit electronic band structures superconductivity musical quartets brilliant zone acceptance letter computational chemistry software cover oxide high vacuum environment cell phone good morning critical temperature logically equivalent quantum espresso diffraction tough logically equivalent top logical insulators super conductor protective surface From James Overhiser on August 11th, 2020 2 plays