Search for tag: "methods"

42 Media

03:02 Solving Sudoku Puzzles with Recurrent Neural… Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706)	Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706) Recent advancements in machine learning have allowed for near-human or even superhuman performance in applications spanning chess-playing, protein folding, and natural language generation. Sudoku, a… recurrent neural network puzzle methods network 3d values sudoku cells term model lstm respect problem column networks question relation recursion future months accuracy From Research Princeton Research Day 1 likes 59 plays Date April 27th, 2022 Speaker Richard Zhu Department Mechanical and Aerospace Engineering
03:01 Psychedelic-assisted therapy and the importance… Psychedelic-assisted therapy and the importance of context, Isla Dora Burrell Weber, UG '22 (3962540)	Psychedelic-assisted therapy and the importance of context, Isla Dora Burrell Weber, UG '22 (3962540) Psychedelics are now being shown by medical and scientific practices to be helpful as a mental health therapy across many common diagnostic categories, including depression, PTSD, and more.… psychedelics serotonin context depression anxiety ptsd ocd psilocybin mescaline lsd dmt 5-meo-dmt ayahuasca dissolution fluorescently hippocampus effects brain term methods outcomes drugs administration activation environment influence factors class crisis society adults From Research Princeton Research Day 3 likes 312 plays Date April 27th, 2022 Speaker Isla Dora Burrell Weber Department Neuroscience
03:03 Motivated Reasoning: facts do care about your… Motivated Reasoning: facts do care about your feelings, Jeffery Chen, UG '25 (3939095)	Motivated Reasoning: facts do care about your feelings, Jeffery Chen, UG '25 (3939095) With America divided as ever, people from state governments to households have asked themselves: "Why can’t we change their minds?" In FRS 193: Belief and Ideology, I researched why… motivated reasoning cognitive phenomenon ziva kunda ideology burden of proof beliefs evidence movie reasoning persuasion mind police phenomenon identity methods question narratives setting success probability strategies bias feelings facts From Research Princeton Research Day 5 likes 92 plays Date April 27th, 2022 Speaker Jeffery Chen Department Psychology
02:47 Polymer Additives Homogenize Flow in Underground… Polymer Additives Homogenize Flow in Underground Environments, Richard Huang, UG '23, (3964616)	Polymer Additives Homogenize Flow in Underground Environments, Richard Huang, UG '23, (3964616) Underground rocks and soil have microscopic pores in them able to hold groundwater. Approximately 22% of groundwater in the U.S. is contaminated, while 50% of drinking water in the U.S. is sourced… porous media groundwater remediation elastic turbulence polymer additives homogenize flow #prd22 flow region permeability polymers groundwater regions solution water experimentation conditions threshold turbulence rate methods sources drinking pores environments additives access From Research Princeton Research Day 0 likes 18 plays Date April 27th, 2022 Speaker Richard Huang, UG '23 Department Chemical and Biological Engineering
03:20 Investigating Visible Intrinsic Fluorescence of… Investigating Visible Intrinsic Fluorescence of Protein Fibers Using Spectroscopic Techniques, Michelle Wang, '23 (3957990)	Investigating Visible Intrinsic Fluorescence of Protein Fibers Using Spectroscopic Techniques, Michelle Wang, '23 (3957990) Proteins are known to have intrinsic fluorescence from aromatic amino acids. Recently however, a new visible intrinsic fluorescence has been identified in protein fibers. This fluorescence does not… lysozyme fibers emission spectrum monomers fluorescence spectra excitation protein amyloid plaques imaging theory intensity absorption methods diseases ways vivo aggregate method From Research Princeton Research Day 2 likes 31 plays Date April 27th, 2022 Speaker Michelle Wang Department Chemistry
03:00 Turning Rocks into Kaleidoscopes, Devdigvijay… Turning Rocks into Kaleidoscopes, Devdigvijay Singh, UG '24 (3959058)	Turning Rocks into Kaleidoscopes, Devdigvijay Singh, UG '24 (3959058) Accurately assessing the shape, size, and modality of features in rock samples is a longstanding problem in geology. Recent advances in machine learning have made it possible to improve upon point… machine learning classification crystals fossils bedforms polarizers cross-polarized plane-polarized light samples contrast sample rotation image images cross classes learning machine methods rock orientation distribution volcano granite techniques climate From Research Princeton Research Day 6 likes 59 plays Date April 27th, 2022 Speaker Devdigvijay Singh Department Geosciences
02:58 Towards DESRED: A Diverse Explorable Super… Towards DESRED: A Diverse Explorable Super Resolution Evaluation Dataset, Phillip Taylor, UG '22 (3954081)	Towards DESRED: A Diverse Explorable Super Resolution Evaluation Dataset, Phillip Taylor, UG '22 (3954081) The task of explorable super resolution (ESR) reconstructs multiple possible high resolution (HR) image variants for a given single low resolution (LR) image. However, due to the novelty and… resolution image methods images evaluation problem input task method formulation contribution testing training types space creation desks lack ability sets From Research Princeton Research Day 0 likes 9 plays Date April 27th, 2022 Speaker Phillip Taylor Department Computer Science
03:00 Targeted system optimization using inverse… Targeted system optimization using inverse design, Prerit Terway, G4 (3958781)	Targeted system optimization using inverse design, Prerit Terway, G4 (3958781) Most systems have multiple objectives and constraints. For example, a company making a smartphone needs to increase the battery life, minimize the lag, and maximize the bandwidth. Solutions to these… artificial intelligence machine learning active learning optimization step objectives process specifications methods specification response input solution solutions object method listening importance request gpus repair systems nuisance From Research Princeton Research Day 0 likes 29 plays Date April 27th, 2022 Speaker Prerit Terway Department Electrical and Computer Engineering
03:01 THE NATURAL RESOURCE CURSE AND COLONIAL LEGACY IN… THE NATURAL RESOURCE CURSE AND COLONIAL LEGACY IN FRENCH WEST AFRICA, Saran Touré, UG '22 (3960184)	THE NATURAL RESOURCE CURSE AND COLONIAL LEGACY IN FRENCH WEST AFRICA, Saran Touré, UG '22 (3960184) This paper re-examines the mechanisms behind the development of the natural resource curse in French West Africa. The natural resource curse in the region is usually attributed to weak contemporary… the natural resource curse weak institutions colonial legacy french west africa colonial extraction resource curse africa institutions countries outcomes resources evidence dependence colonialism west legacies rates methods exploitation period colonies country weaknesses rent From Research Princeton Research Day 1 likes 51 plays Date April 27th, 2022 Speaker Saran Touré Department Politics
03:00 Developing methods of measuring Mean Radiant Heat… Developing methods of measuring Mean Radiant Heat Transfer, Alexander Kim, UG '24 (3958734)	Developing methods of measuring Mean Radiant Heat Transfer, Alexander Kim, UG '24 (3958734) Modern temperature control systems heat and cool rooms and buildings via convection (i.e., air conditioning); these methods are inefficient and are responsible for 40% of US greenhouse gas emissions.… mean radiant temperature thermal comfort globe thermometer convection heat transfer thermal equilibrium computer aided design rapid prototyping air heat mrt globe temperature environment surface transfer comfort systems conditioning methods temperatures sensor goal person metric radiation method From Research Princeton Research Day 1 likes 25 plays Date April 27th, 2022 Speaker Alexander Kim Department Mechanical and Aerospace Engineering
02:55 A Tale of Modern Computers and the Ancient… A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464)	A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464) When teaching a student, you sometimes have to come up with more than one way of explaining the same concept. The same ideas apply when teaching a machine how to interpret images. We have images from… archaeocyathids archaeos convolutional neural network 3d image model images reefs ways locations scale dataset cnn rtos rq reef pixels method methods notes tune objects arc From Research Princeton Research Day 3 likes 84 plays Date April 27th, 2022 Speaker Indu Panigrahi Department Computer Science
02:50 Design Optimization of Floating Breakwaters,… Design Optimization of Floating Breakwaters, Hamid ElDarwich, G2 (3909917)	Design Optimization of Floating Breakwaters, Hamid ElDarwich, G2 (3909917) Rapid urban population growth and climate change are increasing the impact of coastal hazards and the demand on land space. Floating cities are one of the proposed solutions to alleviate the demand… #prd22 breakwaters water particle methods wave structure characteristics particles method efficiency algorithms machine attenuation materials amount break infrastructure fun output geometry From Research Princeton Research Day 2 likes 58 plays Date April 27th, 2022 Speaker Hamid ElDarwich Department Civil and Environmental Engineering
07:38 Brian Arnold: DataX Biomedical Data Scientist Brian Arnold: DataX Biomedical Data Scientist	Brian Arnold: DataX Biomedical Data Scientist science tools cancer princeton groups tusks projects tusk tumor methods ben elephants department analyses ways biology computer students collaborations person From Broadcast Broadcast Center Staff 0 likes 25 plays
35:26 Heng Yang Job Talk P.2 Heng Yang Job Talk P.2	Heng Yang Job Talk P.2 estimation problems end level problem perception model dynamics question history vision thing optimization contract methods sense objects outcomes computer solution From Broadcast Broadcast Center Staff 0 likes 7 plays
47:01 Engage 2021 - 2021 Dean for Research Award for… Engage 2021 - 2021 Dean for Research Award for Distinguished Innovation: Award presentation and honorary lecture	Engage 2021 - 2021 Dean for Research Award for Distinguished Innovation: Award presentation and honorary lecture Mohammad Seyedsayamdost, professor of chemistry, received Princeton’s prize for innovative faculty, the Dean for Research Award for Distinguished Innovation, for the creation of a method for… gene antibiotics clusters cluster drug approach molecules metabolites heights question innovation award dean genes methods discovery lab bacteria princeton expression From Innovation Innovation Communication 0 likes 7 plays Date December 2nd, 2021 Speaker Pablo Debenedetti, Mohammad R. Seyedsayamdost Department Princeton Innovation
01:07:34 GSS20August2021_Hakim GSS20August2021_Hakim	GSS20August2021_Hakim pppl equations equation solution eigenvalues cell things scheme flux physics methods values problem thing function volume energy eigen vector matrix linear From PPPL Admins 0 likes 5 plays