We present a non-isothermal mesoscopic model for investigation of the phase transition dynamics of thermoresponsive polymers. Since this model conserves energy in the simulations, it is able to correctly capture not only the transient behavior of polymer precipitation from solvent, but also the energy variation associated with the phase transition process. Simulations provide dynamic details of the thermally induced phase transition and confirm two different mechanisms dominating the phase transition dynamics. A shift of endothermic peak with concentration is observed and the underlying mechanism is explored.Thermoresponsive polymers (TRPs) have attracted increasing attention in the last two decades because of their great potential applications in various chemical and biological systems 1,2 , i.e., controlled drug delivery, smart materials, bioseparations and filtration. Most applications of TRP have relied on a drastic and discontinuous change of their solubility in given solvents with temperature 1,3 . In particular, the temperature-composition diagram of TRP involves a miscibility gap. Depending on the miscibility gap if it appears at low or high temperatures, the critical temperature T c is known as the lower critical solution temperature (LCST) or the upper critical solution temperature (UCST), respectively. LCSTtype TRPs are hydrophilic and highly mixed with the surrounding solvent at low temperatures, but become hydrophobic and precipitate from the solvent above the critical phase transition temperature, while UCST-type TRPs exhibit the opposite behavior 2 . The underlying mechanism of this solubility transition with temperature is related to the role of hydrogen bonds 4 . For LCST-type TRP at low temperature T < T c , hydrogen bonds are generated between solvent and polymer molecules. Therefore, the polymers show hydrophilic properties and can be easily dissolved into the solvent. However, when the temperature is increased above the critical temperature T > T c , those solvent-polymer hydrogen bonds are disturbed and polymer-polymer hydrogen bonds dominate the dynamics, which makes the polymer become hydrophobic and precipitate from the solvent.In practical applications of TRP, temperature-sensitive microgels/micelles are often used for the functional element 5 . The major building block for these temperature-sensitive microgels is TRP. Among them, poly(N-Isopropylacrylamide) a Division of Applied Mathematics, Brown University, Providence, RI 02912, USA. E-mail: george karniadakis@brown.edu. † Electronic supplementary information (ESI) available: Equations, simulation parameters and additional data.(PNIPAM) is the most investigated material and was extensively used for the construction of temperature-sensitive microgels. Specifically, PNIPAM has a LCST around 32 • C between room and body temperatures, which makes it a prominent candidate in biomedical applications 2 . As a matter of fact, the applications of TRP highly depend on the evolution of the microstructure of microgels in the phase transition pro...