Paper Citation Record · LEDGER

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2509.05351.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.05351 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:29:02.363304Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

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External citation measurements

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Outbound references

Observation 12c6eed8-aacb-4757-93dd-4188347838a8 · outbound

This paper cites Robotics in the laboratory .Journal of Chemical Information and Computer Sciences, 25(3): 292–295, 1985.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Robotics in the laboratory .Journal of Chemical Information and Computer Sciences, 25(3): 292–295, 1985

Reference 1

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Observation 9eddd43c-1836-4e22-8556-c66767f89aaa · outbound

This paper cites Re- search acceleration in self-driving labs: Technological roadmap toward accelerated materials and molecular discovery .Advanced Intelligent Systems, 5(4):2200331, 2023.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Re- search acceleration in self-driving labs: Technological roadmap toward accelerated materials and molecular discovery .Advanced Intelligent Systems, 5(4):2200331, 2023

Reference 2

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Observation 74852475-4178-4c49-868a-610b29dbdd4f · outbound

This paper cites Performance metrics to unleash the power of self-driving labs in chemistry and materials science.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Performance metrics to unleash the power of self-driving labs in chemistry and materials science

Reference 3

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Observation a301b019-a16c-4934-b088-eb29155a8f26 · outbound

This paper cites Next-generation experimentation with self- driving laboratories.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Next-generation experimentation with self- driving laboratories

Reference 4

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Observation 0f2dd74e-dd8b-44d1-8544-26759337616f · outbound

This paper cites Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloys.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloys

Reference 5

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Observation 8e66a80a-d327-4580-a152-8d08d869441c · outbound

This paper cites Self-driving laboratories for chemistry and materials science.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Self-driving laboratories for chemistry and materials science

Reference 6

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Observation 3301f12d-06cc-4fc8-9fad-8c497ea165e7 · outbound

This paper cites The robot scientist adam.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers The robot scientist adam

Reference 7

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Observation 56bed51a-14c4-4340-a3ec-344c7f35be50 · outbound

This paper cites Controlling an or- ganic synthesis robot with machine learning to search for new reactivity .Nature, 559(7714):377–381, 2018.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Controlling an or- ganic synthesis robot with machine learning to search for new reactivity .Nature, 559(7714):377–381, 2018

Reference 8

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Observation 10ff95f5-909c-44e8-8191-e74ab7797028 · outbound

This paper cites A mobile robotic chemist.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers A mobile robotic chemist

Reference 9

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Observation 2867409e-1244-4afa-87fd-5247bcd2b59b · outbound

This paper cites Self-driving laboratory for accelerated discovery of thin-film materials.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Self-driving laboratory for accelerated discovery of thin-film materials

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:09.208852Z

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Observation 79f7f0f5-9cd4-4cca-8156-ba7074fdee49 · outbound

This paper cites Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning

Reference 11

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Observation d42acccd-73ab-4058-876c-e4383626909a · outbound

This paper cites Increasing throughput in fused deposition modeling by modulating bed temperature.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Increasing throughput in fused deposition modeling by modulating bed temperature

Reference 12

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Observation 05c7bd8b-a635-438b-bd13-b0c8a1d0b2a1 · outbound

This paper cites Alphaflow: autonomous discovery and optimization of multi-step chemistry us- ing a self-driven fluidic lab guided by reinforcement learning.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Alphaflow: autonomous discovery and optimization of multi-step chemistry us- ing a self-driven fluidic lab guided by reinforcement learning

Reference 13

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Observation 5b451fcd-6429-47fc-8734-5ce109e9cf0b · outbound

This paper cites The rise of self-driving labs in chemical and materials sciences.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers The rise of self-driving labs in chemical and materials sciences

Reference 14

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Observation c8e420c1-5121-4366-9dda-bf77bca35ae6 · outbound

This paper cites Autonomous chemical experiments: Chal- lenges and perspectives on establishing a self-driving lab.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Autonomous chemical experiments: Chal- lenges and perspectives on establishing a self-driving lab

Reference 15

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Observation 539a4483-d054-448c-8ea0-2fc43c010945 · outbound

This paper cites Autonomous chemistry: Navigating self-driving labs in chemical and material sciences.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Autonomous chemistry: Navigating self-driving labs in chemical and material sciences

Reference 16

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Observation a4832b1a-447a-480b-9511-f0117fe8a6ca · outbound

This paper cites Democratizing self-driving labs: Advances in low-cost 3d printing for laboratory au- tomation.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Democratizing self-driving labs: Advances in low-cost 3d printing for laboratory au- tomation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:08.121607Z

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Observation 74769e15-eb6f-4b2f-b299-5106763cd1de · outbound

This paper cites Pyopticon: An open-source python package for laboratory control, automation, and visualization.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Pyopticon: An open-source python package for laboratory control, automation, and visualization

Reference 18

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Observation 9a049e74-e021-4162-a9fc-950a6f29cc41 · outbound

This paper cites Ivoryos: an interoperable web interface for orchestrating python- based self-driving laboratories.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Ivoryos: an interoperable web interface for orchestrating python- based self-driving laboratories

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:07.679586Z

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Observation 6771066c-9efe-4b13-8790-62c83237996c · outbound

This paper cites Alabos: a python- based reconfigurable workflow management frame- work for autonomous laboratories.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Alabos: a python- based reconfigurable workflow management frame- work for autonomous laboratories

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:07.498556Z

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Observation 326b1b85-54e5-42a2-aef7-4f084e123529 · outbound

This paper cites Orchestrating nimble experiments across interconnected labs.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Orchestrating nimble experiments across interconnected labs

Reference 21

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Observation 93d37951-40fd-42a3-8ce1-5de9fd38c2bc · outbound

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Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Chemos: orchestrat- ing autonomous experimentation

Reference 22

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Observation 54195c44-a40e-49ce-a7a0-d89004b5e2f6 · outbound

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Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Chemos 2.0: An orchestration architecture for chemical self- driving laboratories

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:06.936624Z

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Observation 6533190b-9aa4-4d1e-97de-1f97f35f5aa5 · outbound

This paper cites Autonomous mate- rials synthesis by machine learning and robotics.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Autonomous mate- rials synthesis by machine learning and robotics

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:06.768813Z

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Observation 97cc4a33-d38a-4276-968c-7abfe8756547 · outbound

This paper cites frugal twin.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers frugal twin

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:06.592144Z

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Observation d0037db8-da93-4093-b162-d0fbb80875cf · outbound

This paper cites Archerfish: a retrofitted 3d printer for high-throughput combinato- rial experimentation via continuous printing.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Archerfish: a retrofitted 3d printer for high-throughput combinato- rial experimentation via continuous printing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:06.388414Z

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Observation b26914c0-08af-4df3-8c3b-0be5eff6d965 · outbound

This paper cites Poly (n-isopropylacrylamide) phase diagrams: fifty years of research.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Poly (n-isopropylacrylamide) phase diagrams: fifty years of research

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:06.243871Z

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Observation d4555b78-5a1a-4265-96aa-1ae4a1d0c82b · outbound

This paper cites Poly (n- isopropylacrylamide) hydrogels for storage and de- livery of reagents to paper-based analytical devices.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Poly (n- isopropylacrylamide) hydrogels for storage and de- livery of reagents to paper-based analytical devices

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:06.045495Z

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Observation 427e02c6-7921-43ad-a20e-d22c4dd7d9ad · outbound

This paper cites A recharge- able drug delivery system based on pnipam hydrogel for the local release of curcumin.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers A recharge- able drug delivery system based on pnipam hydrogel for the local release of curcumin

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:05.859307Z

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Observation af65d108-ec6a-420b-a5f8-b9456d4c104e · outbound

This paper cites Snapshot of phase transition in thermore- sponsive hydrogel pnipam: Role in drug delivery and tissue engineering.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Snapshot of phase transition in thermore- sponsive hydrogel pnipam: Role in drug delivery and tissue engineering

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:05.666704Z

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Observation 9fe13578-fedd-47cd-88f1-e7f48ab3f75f · outbound

This paper cites Investigation of 3d-printed pnipam-based constructs for tissue en- gineering applications: a review.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Investigation of 3d-printed pnipam-based constructs for tissue en- gineering applications: a review

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:05.402119Z

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Observation fa1aac66-ebc0-4161-920f-bab52a81dce3 · outbound

This paper cites Poly (n-isopropylacrylamide) and its copolymers: a review on recent advances in the areas of sensing and biosensing.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Poly (n-isopropylacrylamide) and its copolymers: a review on recent advances in the areas of sensing and biosensing

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:05.127595Z

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Observation bc29326c-f302-48cc-b68e-214fd2314271 · outbound

This paper cites Poly (n-isopropylacrylamide) microgel-based optical devices for sensing and biosensing.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Poly (n-isopropylacrylamide) microgel-based optical devices for sensing and biosensing

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:04.823938Z

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Observation 306798c5-f7ee-4389-987b-4e0825c12174 · outbound

This paper cites Effects of salt on the lower critical solution tem- perature of poly (n-isopropylacrylamide).

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Effects of salt on the lower critical solution tem- perature of poly (n-isopropylacrylamide)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:04.580352Z

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Observation 5864c698-c506-43fa-8702-9a06409f9b90 · outbound

This paper cites Salt effects on poly (n- isopropylacrylamide) phase transition thermodynam- ics from nmr spectroscopy.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Salt effects on poly (n- isopropylacrylamide) phase transition thermodynam- ics from nmr spectroscopy

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:04.330743Z

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Observation 903c2529-b0ec-47ba-9e34-4203644f6def · outbound

This paper cites Cation effects on the phase transition of n-isopropylacrylamide hydro- gels.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Cation effects on the phase transition of n-isopropylacrylamide hydro- gels

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:04.255252Z

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Observation 6d95ba12-73de-488e-b3db-b23188d31680 · outbound

This paper cites Bayesian opti- mization for chemical products and functional mate- rials.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Bayesian opti- mization for chemical products and functional mate- rials

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:04.095348Z

Source-reported events for the cited work

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Observation 2427efab-0678-4076-bd6b-af012f044bc3 · outbound

This paper cites Machine learning-assisted 3d printing of thermoelectric materials of ultrahigh performances at room temperature.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Machine learning-assisted 3d printing of thermoelectric materials of ultrahigh performances at room temperature

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:03.811324Z

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Observation 81ea2bc3-e484-46d7-82ea-cbcf87bad63d · outbound

This paper cites Machine learning-assisted ultrafast flash sin- tering of high-performance and flexible silver–selenide thermoelectric devices.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Machine learning-assisted ultrafast flash sin- tering of high-performance and flexible silver–selenide thermoelectric devices

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:03.600789Z

Source-reported events for the cited work

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Observation 2b8f0284-dbf3-4c81-929b-54291222f455 · outbound

This paper cites When physics-informed data analytics outper- forms black-box machine learning: A case study in thickness control for additive manufacturing.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers When physics-informed data analytics outper- forms black-box machine learning: A case study in thickness control for additive manufacturing

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:03.344203Z

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Observation c345dc04-27a5-4297-a20f-eb658d0a3f12 · outbound

This paper cites Bayesian optimization of low-temperature nonthermal plasma jet sintering of nanoinks.

Self-Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers Bayesian optimization of low-temperature nonthermal plasma jet sintering of nanoinks

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:29:03.026206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

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