biological field effect transistor;
integrodifferential equation;
method of lines;
stochastic regression;
parameter estimation;
RATE CONSTANTS;
D O I:
10.1137/19M1255495
中图分类号:
O29 [应用数学];
学科分类号:
070104 ;
摘要:
A mathematical model for simulating biological field effect transistor (Bio-FET) experiments is introduced. It takes the form of a nonlinear equation that describes evolution of reacting species concentration at the boundary coupled to a diffusion equation. Using analytic techniques, this coupled system of equations is reduced to a singular integrodifferential equation (IDE). A numerical approximation of this equation is developed that achieves greater than first-order accuracy in time and greater than second-order accuracy in space, despite the presence of a singular temporal convolution kernel and a discontinuous boundary condition. The mathematical model was validated using Bio-FET data, and stochastic regression was employed to separate signal from noise. Results show that our IDE provides a robust way of estimating important parameters such as diffusion coefficients and kinetic rate constants.
机构:
China Univ Geosci, Sch Environm Studies, 388 Lumo Rd, Wuhan 430074, Peoples R ChinaChina Univ Geosci, Sch Environm Studies, 388 Lumo Rd, Wuhan 430074, Peoples R China
Shi, Wenguang
Wang, Quanrong
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机构:
China Univ Geosci, Sch Environm Studies, 388 Lumo Rd, Wuhan 430074, Peoples R China
Minist Ecol & Environm, State Environm Protect Key Lab Source Apportionmen, Wuhan 430074, Hubei, Peoples R China
China Univ Geosci, Sch Environm Studies, Hubei Key Lab Yangtze River Basin Environm Aquat S, Wuhan 430074, Hubei, Peoples R ChinaChina Univ Geosci, Sch Environm Studies, 388 Lumo Rd, Wuhan 430074, Peoples R China
Wang, Quanrong
Yan, Haitao
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机构:
CCCC Second Highway Consultants Co Ltd, Wuhan 430056, Peoples R ChinaChina Univ Geosci, Sch Environm Studies, 388 Lumo Rd, Wuhan 430074, Peoples R China
Yan, Haitao
Fu, Xiaogang
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机构:
Hebei GEO Univ, Shijiazhuang 050031, Peoples R ChinaChina Univ Geosci, Sch Environm Studies, 388 Lumo Rd, Wuhan 430074, Peoples R China
机构:
Cent South Univ, Sch Civil Engn, Changsha 410075, Peoples R China
Univ Alberta, Dept Mech Engn, Edmonton, AB T6G 2H5, CanadaCent South Univ, Sch Civil Engn, Changsha 410075, Peoples R China
Yang, Ying
Schiavone, Peter
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机构:
Univ Alberta, Dept Mech Engn, Edmonton, AB T6G 2H5, CanadaCent South Univ, Sch Civil Engn, Changsha 410075, Peoples R China
Schiavone, Peter
Li, Xian-Fang
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机构:
Cent South Univ, Sch Civil Engn, Changsha 410075, Peoples R ChinaCent South Univ, Sch Civil Engn, Changsha 410075, Peoples R China
机构:
UNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, ArgentinaUNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, Argentina
Munoz, Vanesa A.
Ferrari, Gabriela V.
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UNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, ArgentinaUNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, Argentina
Ferrari, Gabriela V.
Paulina Montana, M.
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UNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, ArgentinaUNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, Argentina
Paulina Montana, M.
Miskoski, Sandra
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机构:
Univ Nacl Rio Cuarto, Dept Quim, RA-5800 Rio Cuarto, ArgentinaUNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, Argentina
Miskoski, Sandra
Garcia, Norman A.
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机构:
Univ Nacl Rio Cuarto, Dept Quim, RA-5800 Rio Cuarto, ArgentinaUNSL, CONICET, Inst Quim San Luis INQUISAL, Fac Quim Bioquim & Farm,Area Quim Fis, RA-5700 San Luis, Argentina