{"source":"https://contributable.vercel.app","licence":"CC BY 4.0","methodology":"https://contributable.vercel.app/methodology","v":2,"owner":"SciML","name":"NeuralPDE.jl","updatedAt":"2026-10-11T12:54:57.970Z","coveredSince":"2025-10-04T18:34:20.371Z","facts":{"owner":"SciML","name":"NeuralPDE.jl","description":"Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation","stars":1235,"forks":251,"archived":false,"isFork":false,"license":"NOASSERTION","defaultBranch":"master","pushedAt":"2026-10-10T18:13:43Z","createdAt":"2017-03-14T20:53:14Z","topics":["differential-equations","differentialequations","neural-differential-equations","scientific-ml","scientific-ai","partial-differential-equations","ordinary-differential-equations","neural-network","neural-networks","ode","pde","sciml","scientific-machine-learning","pinn","machine-learning"],"languages":{"Julia":451339},"frameworks":[],"commits90d":71,"releases365d":23,"lastReleaseAt":"2026-09-29T14:33:38Z","gettingStarted":{"contributing":false,"codeOfConduct":true,"issueTemplates":false,"devcontainer":false,"cla":"none","channels":[{"kind":"zulip","url":"https://julialang.zulipchat.com"}],"policy":null}},"metrics":{"computedAt":"2026-10-11T12:54:57.970Z","outsidePulls":{"cohort":{"n":4,"merged":2,"closedUnmerged":2,"open":0,"mergeRate":null,"openShare":null,"evidence":{"merged":[1101,1082],"closedUnmerged":[1140,1130],"open":[]}},"firstTimers":{"n":3,"merged":2,"closedUnmerged":1,"open":0,"mergeRate":null,"openShare":null,"evidence":{"merged":[1101,1082],"closedUnmerged":[1130],"open":[]}},"year":{"n":18,"merged":9,"closedUnmerged":7,"open":2,"mergeRate":0.5625,"openShare":0.1111111111111111,"evidence":{"merged":[1101,1082,1057,1055,1054,1041,993,989,988],"closedUnmerged":[1140,1130,1064,1056,1040,1039,1034],"open":[1021,984]}}},"pullFirstResponse":{"n":4,"answered":4,"waiting":0,"medianHours":null,"p75Hours":null,"within48h":null,"within7d":null,"curve":[],"evidence":{"answered":[1140,1130,1101,1082],"waiting":[]}},"timeToMerge":{"n":4,"merged":2,"medianHours":null,"evidence":[1101,1082]},"issueFirstResponse":{"n":13,"answered":2,"waiting":11,"medianHours":null,"p75Hours":null,"within48h":0.07692307692307687,"within7d":0.07692307692307687,"curve":[{"hours":0.15944444444444444,"waiting":0.9230769230769231},{"hours":433.44166666666666,"waiting":0.8461538461538461}],"evidence":{"answered":[1161,1156],"waiting":[1148,1145,1143,1111,1110,1109,1105,1104,1103,1095,1079]}},"starter":{"counts":{"available":0,"claimed":0,"in-progress":0,"stale":3},"helpWantedAvailable":0,"issues":[{"n":721,"title":"Helping to solve complex system of DAE by NeuralPDE.","state":"stale","label":"beginner","createdAt":"2023-08-17T13:18:04Z","updatedAt":"2024-03-18T03:34:33Z"},{"n":331,"title":"Interactive plot script analysis of results","state":"stale","label":"beginner","createdAt":"2021-06-24T18:28:09Z","updatedAt":"2026-02-17T14:59:45Z"},{"n":284,"title":"PINNs Lorenz param estim : kink in the output path of the predicted variables ","state":"stale","label":"beginner","createdAt":"2021-04-05T09:25:55Z","updatedAt":"2026-02-24T09:36:00Z"}]},"responseWindow":{"hours":[0,3,0,0,0,0,3,0,0,0,1,1,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,2,4,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,3,4,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,2,0,0],"people":5,"replies":51},"activeMaintainers":5},"series":[{"week":"2025-10-12","opened":0,"merged":0,"answered7d":0,"activity":3},{"week":"2025-10-19","opened":0,"merged":0,"answered7d":0,"activity":0},{"week":"2025-10-26","opened":0,"merged":0,"answered7d":0,"activity":0},{"week":"2025-11-02","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2025-11-09","opened":0,"merged":0,"answered7d":0,"activity":1},{"week":"2025-11-16","opened":1,"merged":0,"answered7d":0,"activity":2},{"week":"2025-11-23","opened":0,"merged":0,"answered7d":0,"activity":1},{"week":"2025-11-30","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2025-12-07","opened":2,"merged":2,"answered7d":1,"activity":3},{"week":"2025-12-14","opened":1,"merged":1,"answered7d":1,"activity":5},{"week":"2025-12-21","opened":0,"merged":0,"answered7d":0,"activity":1},{"week":"2025-12-28","opened":0,"merged":0,"answered7d":0,"activity":14},{"week":"2026-01-04","opened":0,"merged":0,"answered7d":0,"activity":4},{"week":"2026-01-11","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2026-01-18","opened":0,"merged":0,"answered7d":0,"activity":4},{"week":"2026-01-25","opened":1,"merged":0,"answered7d":1,"activity":15},{"week":"2026-02-01","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2026-02-08","opened":0,"merged":0,"answered7d":0,"activity":3},{"week":"2026-02-15","opened":0,"merged":0,"answered7d":0,"activity":1},{"week":"2026-02-22","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2026-03-01","opened":0,"merged":0,"answered7d":0,"activity":0},{"week":"2026-03-08","opened":0,"merged":0,"answered7d":0,"activity":0},{"week":"2026-03-15","opened":1,"merged":0,"answered7d":1,"activity":4},{"week":"2026-03-22","opened":3,"merged":1,"answered7d":3,"activity":13},{"week":"2026-03-29","opened":0,"merged":0,"answered7d":0,"activity":1},{"week":"2026-04-05","opened":0,"merged":0,"answered7d":0,"activity":4},{"week":"2026-04-12","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2026-04-19","opened":0,"merged":0,"answered7d":0,"activity":3},{"week":"2026-04-26","opened":0,"merged":0,"answered7d":0,"activity":1},{"week":"2026-05-03","opened":4,"merged":3,"answered7d":3,"activity":7},{"week":"2026-05-10","opened":0,"merged":0,"answered7d":0,"activity":4},{"week":"2026-05-17","opened":0,"merged":0,"answered7d":0,"activity":0},{"week":"2026-05-24","opened":1,"merged":0,"answered7d":0,"activity":1},{"week":"2026-05-31","opened":0,"merged":0,"answered7d":0,"activity":4},{"week":"2026-06-07","opened":0,"merged":0,"answered7d":0,"activity":9},{"week":"2026-06-14","opened":0,"merged":0,"answered7d":0,"activity":6},{"week":"2026-06-21","opened":0,"merged":0,"answered7d":0,"activity":7},{"week":"2026-06-28","opened":1,"merged":1,"answered7d":1,"activity":1},{"week":"2026-07-05","opened":0,"merged":0,"answered7d":0,"activity":13},{"week":"2026-07-12","opened":0,"merged":0,"answered7d":0,"activity":6},{"week":"2026-07-19","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2026-07-26","opened":0,"merged":0,"answered7d":0,"activity":3},{"week":"2026-08-02","opened":1,"merged":1,"answered7d":0,"activity":7},{"week":"2026-08-09","opened":0,"merged":0,"answered7d":0,"activity":11},{"week":"2026-08-16","opened":0,"merged":0,"answered7d":0,"activity":2},{"week":"2026-08-23","opened":1,"merged":0,"answered7d":0,"activity":17},{"week":"2026-08-30","opened":1,"merged":0,"answered7d":1,"activity":19},{"week":"2026-09-06","opened":0,"merged":0,"answered7d":0,"activity":30},{"week":"2026-09-13","opened":1,"merged":0,"answered7d":1,"activity":13},{"week":"2026-09-20","opened":2,"merged":0,"answered7d":1,"activity":22},{"week":"2026-09-27","opened":0,"merged":0,"answered7d":0,"activity":5},{"week":"2026-10-04","opened":0,"merged":0,"answered7d":0,"activity":8}],"trend":{"flag":"unknown","recentMedianHours":null,"previousMedianHours":null,"recentN":3,"previousN":2,"openedThisWeek":0,"openedLastWeek":0},"programs":[{"program":"gsoc","slug":"numfocus","name":"NumFOCUS","years":[2024,2025,2026]}]}